{"id":"W4406850488","doi":"10.1503/cmaj.241142","title":"The premonition","year":2025,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"History of Medical Practice","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Western University","funders":"","keywords":"Computer science; World Wide Web; Data science; Information retrieval","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003090786,0.00006386654,0.0001238485,0.0001183105,0.0007400133,0.00006330096,0.0001515074,0.0002812081,0.002085301],"category_scores_gemma":[0.01830139,0.00004526373,0.0000776701,0.0002251347,0.00007929515,0.00007812517,0.000008422708,0.001453182,0.0003408197],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002027008,"about_ca_system_score_gemma":0.006984496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005433215,"about_ca_topic_score_gemma":0.007623304,"domain_scores_codex":[0.9978043,0.0001935869,0.0003107948,0.00008712726,0.001272451,0.0003317428],"domain_scores_gemma":[0.9974654,0.0006508408,0.000119457,0.0001077429,0.0003896197,0.001266968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001754951,0.00001714526,0.005476099,0.000005675125,0.00009289993,0.0002630535,0.00005428128,1.48117e-7,0.000007754693,0.001057171,0.8359792,0.157029],"study_design_scores_gemma":[0.000674706,0.00002567809,0.01765354,0.0000864188,0.00004802418,0.000344364,0.0001977292,0.0001053923,0.000005851376,0.0003970712,0.9804227,0.00003847087],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01561707,0.001261679,0.0003908659,0.7478718,0.003270102,0.0001762774,0.000002437473,0.00003294248,0.2313768],"genre_scores_gemma":[0.6876358,0.001409185,0.0004114183,0.2127754,0.005063553,0.00002125962,0.00001161493,0.0000305135,0.09264129],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6720187,"threshold_uncertainty_score":0.9988269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006608376770950054,"score_gpt":0.2680720832899005,"score_spread":0.2614637065189505,"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."}}