{"id":"W6958271950","doi":"10.6084/m9.figshare.26693437.v1","title":"Additional file 1 of Trials that turn from retrospectively registered to prospectively registered: a cohort study of “retroactively prospective” clinical trial registration using history data","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Statistical Methods in Clinical Trials","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Clinical trial; Table (database); Cohort; Cohort study; Retrospective cohort study; Data collection","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005885449,0.000563178,0.003151446,0.0002873179,0.0000919167,0.0001164371,0.00132328,0.0005122902,0.8268139],"category_scores_gemma":[0.7943209,0.0005070165,0.0006016991,0.000612744,0.0001636546,0.0005038136,0.0007749201,0.000954142,0.000164983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001023106,"about_ca_system_score_gemma":0.001233349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001513825,"about_ca_topic_score_gemma":0.0001102878,"domain_scores_codex":[0.9872358,0.003643394,0.004532539,0.002291957,0.001868441,0.0004278755],"domain_scores_gemma":[0.6238995,0.3564857,0.01173436,0.005394646,0.001919543,0.0005662545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.01041542,0.001649196,0.000192331,0.0003117225,0.001115062,0.00005041828,0.0003150819,5.386521e-7,0.0000264731,0.0002546597,0.9846134,0.001055729],"study_design_scores_gemma":[0.06567807,0.01862407,0.3700375,0.0412172,0.004345194,0.00004773396,0.001588925,0.003058331,0.0004556372,0.2837501,0.2074728,0.00372443],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"methods","genre_scores_codex":[0.001543824,0.00007124755,0.0006639863,0.00002505476,0.0008623081,0.008084362,0.9861797,0.0001958688,0.002373664],"genre_scores_gemma":[0.04633619,0.000005913341,0.6203476,0.00008702299,0.005080002,0.007364857,0.3178107,0.0003828694,0.002584835],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.8266489,"threshold_uncertainty_score":0.9997382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8955052973751,"score_gpt":0.5956874186779625,"score_spread":0.2998178786971375,"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."}}