{"id":"W3091560510","doi":"10.1016/j.jclinepi.2020.09.025","title":"An algorithm provided as initial guidance for reporting registry records and published protocols in systematic reviews","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Epidemiology","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Saskatchewan Health","funders":"University of Bristol","keywords":"Systematic review; Terminology; Psychological intervention; MEDLINE; Transparency (behavior); Computer science; Medicine; Algorithm; Scientific literature; Data mining; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.260928,0.006505885,0.005409101,0.03488297,0.004434691,0.01437538,0.006896826,0.009405145,0.05231827],"category_scores_gemma":[0.5590739,0.006569949,0.01070941,0.02833927,0.003811056,0.01398649,0.009573305,0.01085452,0.03004804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007802939,"about_ca_system_score_gemma":0.04508048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003513319,"about_ca_topic_score_gemma":0.005508089,"domain_scores_codex":[0.6474427,0.2021484,0.1235423,0.007922486,0.01682538,0.002118793],"domain_scores_gemma":[0.3599277,0.3843736,0.06749747,0.04331876,0.1412525,0.003629926],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002229674,0.0005127707,0.004964337,0.06641106,0.001423938,0.0006998031,0.005687444,0.005667791,0.002196936,0.05244217,0.3906163,0.4671478],"study_design_scores_gemma":[0.005944003,0.0009031003,0.005381138,0.07142355,0.002126403,0.001676116,0.001946384,0.02810542,0.008500539,0.07711099,0.7958217,0.001060683],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002831618,0.002720285,0.7426683,0.01851722,0.003633521,0.1564368,0.03660938,0.02456149,0.01202131],"genre_scores_gemma":[0.002105649,0.0004582349,0.9409202,0.0006093514,0.0001408789,0.05178739,0.002671281,0.0005453639,0.0007616951],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.739072,"threshold_uncertainty_score":0.9114073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9411542076993163,"score_gpt":0.718777948153474,"score_spread":0.2223762595458424,"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."}}