{"id":"W2586090687","doi":"10.1007/s11136-017-1508-6","title":"Preliminary evidence on the uptake, use and benefits of the CONSORT-PRO extension","year":2017,"lang":"en","type":"article","venue":"Quality of Life Research","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":55,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"Cancer Australia; Medical Research Council; Australian Government","keywords":"Consolidated Standards of Reporting Trials; Medicine; MEDLINE; Randomized controlled trial; Clinical trial; Family medicine; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3468014,0.0001304655,0.001533067,0.0001375003,0.0007965665,0.0007703164,0.003638247,0.00007366662,0.0008290568],"category_scores_gemma":[0.5958368,0.00004370324,0.0006290569,0.0004285341,0.001010476,0.0003211484,0.0009482208,0.0003215625,0.0002115857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001032696,"about_ca_system_score_gemma":0.0001585826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003161122,"about_ca_topic_score_gemma":0.00006429262,"domain_scores_codex":[0.9530613,0.02936666,0.005313601,0.0007288195,0.01125804,0.0002715873],"domain_scores_gemma":[0.8716319,0.09719875,0.007197537,0.01731538,0.006408019,0.0002483858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004852955,0.0003160833,0.715377,0.0007247448,0.0003061302,0.000001957271,0.003218892,0.00006663962,0.002490233,0.08899096,0.1390876,0.04893446],"study_design_scores_gemma":[0.00007878024,0.0001089068,0.9915669,0.0004069667,0.00002245477,9.410616e-7,0.0008128607,0.0004574137,0.0004106889,0.003689798,0.002392375,0.0000519194],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982402,0.001954365,0.00003072003,0.01345605,0.00006540494,0.0008616346,0.00001667519,8.317073e-7,0.001212371],"genre_scores_gemma":[0.9954509,0.0002825934,0.0001970591,0.0001417438,0.00003207819,0.00001689144,1.628828e-7,0.000004656595,0.003873903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2761899,"threshold_uncertainty_score":0.9077591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9801715853427382,"score_gpt":0.6663079329456661,"score_spread":0.313863652397072,"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."}}