{"id":"W2893332348","doi":"10.1136/bmj.k3802","title":"Outcome reporting bias in trials: a methodological approach for assessment and adjustment in systematic reviews","year":2018,"lang":"en","type":"article","venue":"BMJ","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":154,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University of Toronto","funders":"Medical Research Council; Cancer Research UK","keywords":"Systematic review; Outcome (game theory); Publication bias; Reporting bias; MEDLINE; Psychology; Medical literature; Meta-analysis; Medicine; Political science; Economics","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":[0.8514762,0.0002812007,0.01280786,0.0004488331,0.00005547376,0.0003127185,0.0006653548,0.0001140386,0.000430654],"category_scores_gemma":[0.7360827,0.0001085436,0.001622339,0.001027222,0.00004634098,0.000117408,0.0001421344,0.0001342319,0.00008941509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008609465,"about_ca_system_score_gemma":0.00005371618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001358211,"about_ca_topic_score_gemma":0.00003883367,"domain_scores_codex":[0.7014962,0.1841186,0.1068171,0.002287284,0.004668261,0.0006124792],"domain_scores_gemma":[0.8143556,0.09620576,0.08189632,0.006236908,0.001026053,0.0002793877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001104532,0.0008487384,0.6982877,0.0565116,0.0007286662,0.00004814178,0.003930028,0.0001571336,0.0002284204,0.01580061,0.0829865,0.1403621],"study_design_scores_gemma":[0.005105222,0.0009781658,0.5045753,0.01161052,0.002985961,0.0003429785,0.01369433,0.3811052,0.00003087322,0.03217769,0.04547004,0.001923839],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.07271287,0.01525935,0.8529384,0.001533773,0.0008903929,0.04564289,0.000008742239,0.00001331023,0.01100032],"genre_scores_gemma":[0.1836358,0.00009938799,0.8075618,0.0005051611,0.0003262796,0.005355645,0.000004707627,0.00001370335,0.002497561],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.380948,"threshold_uncertainty_score":0.8755195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9901922110596779,"score_gpt":0.7387859050550247,"score_spread":0.2514063060046532,"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."}}