{"id":"W4252306380","doi":"10.1016/s0149-2918(10)00041-x","title":"","year":2010,"lang":"en","type":"article","venue":"Clinical Therapeutics","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Traditional 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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007323691,0.0004869133,0.0008377834,0.0001129229,0.0003344801,0.0001755452,0.001564253,0.0008741389,0.0001540205],"category_scores_gemma":[0.001651902,0.0004134031,0.0007652708,0.0007270865,0.002082804,0.0003728516,0.0002728153,0.004148178,0.001886611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002165945,"about_ca_system_score_gemma":0.000186279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009138997,"about_ca_topic_score_gemma":0.0002388474,"domain_scores_codex":[0.9941063,0.0007471984,0.002259888,0.00102721,0.0007320733,0.001127321],"domain_scores_gemma":[0.9912102,0.00445824,0.000556885,0.002543245,0.0004663232,0.0007651529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006049383,0.001985729,0.6918597,0.000004064555,0.0003325903,0.00002504805,0.0002236947,0.000008760918,0.191341,0.01275794,0.0001685743,0.100688],"study_design_scores_gemma":[0.005907527,0.0008646861,0.67953,0.000009901021,0.0003099467,0.0000604307,0.000136056,0.003882354,0.007440882,0.02553768,0.27534,0.0009805094],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894974,0.00006189457,0.0006805552,0.002972513,0.004071824,0.0004986773,0.00003038533,0.001159329,0.001027392],"genre_scores_gemma":[0.9685931,0.0000702927,0.01435701,0.01457921,0.001997298,0.00003128966,0.00001209639,0.0002447644,0.0001149669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2751714,"threshold_uncertainty_score":0.9998318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2171988736081209,"score_gpt":0.4918464115301571,"score_spread":0.2746475379220362,"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."}}