{"id":"W2921133209","doi":"10.1186/s13063-019-3248-0","title":"Improving outcome reporting in clinical trial reports and protocols: study protocol for the Instrument for reporting Planned Endpoints in Clinical Trials (InsPECT)","year":2019,"lang":"en","type":"article","venue":"Trials","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University of Ottawa; University of Alberta; Ottawa Hospital; University of Manitoba; George & Fay Yee Centre for Healthcare Innovation; SickKids Foundation; University of Toronto; Centre for Addiction and Mental Health; Institute for Clinical Evaluative Sciences; Hospital for Sick Children","funders":"Canadian Institutes of Health Research","keywords":"Protocol (science); Consolidated Standards of Reporting Trials; Medicine; Clinical trial; Guideline; Transparency (behavior); Systematic review; Medical education; Likert scale; Delphi method; Alternative medicine; Medical physics; MEDLINE; Family medicine; Psychology; Computer science; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","scholarly_communication"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.9588097,0.000593388,0.02223922,0.0005092732,0.0002175121,0.001683864,0.001160639,0.0003867136,0.0004926765],"category_scores_gemma":[0.9641263,0.0002502965,0.006530504,0.0008488842,0.00007811218,0.0003493041,0.0003795627,0.0006141682,0.00002990563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009421135,"about_ca_system_score_gemma":0.0006131008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006169571,"about_ca_topic_score_gemma":0.0002531618,"domain_scores_codex":[0.1854031,0.1648603,0.6322471,0.007048431,0.008862121,0.001578962],"domain_scores_gemma":[0.1345392,0.3167729,0.5370753,0.009627649,0.001564811,0.000420049],"domain_codex":"reporting","domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":"reporting","study_design_codex":"observational","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.02732688,0.001027739,0.8748187,0.0003022368,0.0003800235,0.00007011264,0.0003530566,0.00002076356,0.0000307122,0.00006797815,0.001194731,0.09440706],"study_design_scores_gemma":[0.5323607,0.02019549,0.3123362,0.001782509,0.002631867,0.00019839,0.01187732,0.02278161,0.0001848243,0.0246564,0.06877613,0.002218545],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.2989827,0.000009064014,0.001175739,0.0003443506,0.001118342,0.6982248,0.000007216864,0.00001245463,0.0001252309],"genre_scores_gemma":[0.1335521,5.081834e-7,0.004753381,0.00010121,0.001110274,0.8594193,0.000003350345,0.0000356879,0.001024112],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.5624825,"threshold_uncertainty_score":0.9999949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.971930370895522,"score_gpt":0.7576056506189033,"score_spread":0.2143247202766188,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}