{"id":"W4391678701","doi":"10.1016/j.bjps.2024.02.017","title":"Reporting bias in breast reconstruction clinical trials: Which and when clinical trials get published","year":2024,"lang":"en","type":"article","venue":"Journal of Plastic Reconstructive & Aesthetic Surgery","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Joseph’s Healthcare Hamilton; Dalhousie University; York University; McMaster University; Impact","funders":"","keywords":"Clinical trial; Medical physics; 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","metaepi_narrow","metaepi_broad","scholarly_communication","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_broad"],"category_scores_codex":[0.8811061,0.0005785915,0.01955402,0.002831551,0.0001224989,0.003221737,0.0008235836,0.0005488491,0.004868818],"category_scores_gemma":[0.8913332,0.0002878356,0.009962942,0.002171636,0.0005199015,0.001559064,0.0001267975,0.001809927,0.0001768808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001152753,"about_ca_system_score_gemma":0.001907503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001261853,"about_ca_topic_score_gemma":0.00002401759,"domain_scores_codex":[0.4439366,0.2940695,0.2492536,0.003331756,0.008388384,0.001020199],"domain_scores_gemma":[0.07022182,0.737012,0.1807451,0.003179315,0.007449829,0.001391986],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001532337,0.00005391518,0.4279138,0.00003060052,0.0004813687,0.0001359673,0.00008684146,0.00001084087,0.000003227583,0.000130338,0.01562817,0.5553717],"study_design_scores_gemma":[0.003714951,0.0005603916,0.625329,0.007382195,0.005458123,0.1598448,0.007365688,0.02695929,0.000009982304,0.1267394,0.03504866,0.001587529],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9679527,0.002553283,0.006355952,0.002655779,0.01903249,0.000611486,0.00003779706,0.00001191832,0.0007885768],"genre_scores_gemma":[0.9909224,0.000939595,0.005995526,0.00008345943,0.00171225,0.00001779173,0.000003783993,0.00004317076,0.0002820569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5537842,"threshold_uncertainty_score":0.9999574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8539105875742071,"score_gpt":0.5913215527669125,"score_spread":0.2625890348072947,"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."}}