{"id":"W2074645271","doi":"10.1016/s0022-3999(00)00086-6","title":"The application of psychosomatic research to clinical cardiology","year":2000,"lang":"en","type":"article","venue":"Journal of Psychosomatic Research","topic":"Complex Systems and Time Series Analysis","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; University of Toronto; University Health Network","funders":"","keywords":"Psychosomatic medicine; Cardiology; Medicine; Internal medicine; Psychology; Intensive care medicine; Psychiatry","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02231793,0.0001210498,0.0009003009,0.0007906,0.000394391,0.000134403,0.001281539,0.0001326756,0.0007571448],"category_scores_gemma":[0.0009717993,0.00009041265,0.0004358354,0.001993252,0.0003682989,0.0001313232,0.00008195628,0.0008154386,0.00156748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001086224,"about_ca_system_score_gemma":0.00007739724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003352381,"about_ca_topic_score_gemma":0.00005920346,"domain_scores_codex":[0.9948866,0.000799957,0.002879104,0.0003320213,0.0005192175,0.0005831089],"domain_scores_gemma":[0.9954414,0.001797088,0.0006494095,0.001076548,0.0007730603,0.000262532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009320065,0.00100208,0.388129,0.0004407082,0.002060991,0.00003200258,0.002687895,0.0007414929,0.0002395336,0.1816797,0.1498376,0.272217],"study_design_scores_gemma":[0.000944631,0.001162037,0.220348,0.0001760934,0.00001487371,0.00006563,0.001047328,0.003500235,0.000006930841,0.1681712,0.6043726,0.0001904773],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9315423,0.005022359,0.004462181,0.01009326,0.0006387052,0.0009068768,0.00001871271,0.000008845347,0.04730671],"genre_scores_gemma":[0.9938775,0.001612524,0.001057731,0.00003706841,0.0007977931,0.00004699571,8.061269e-7,0.00002461907,0.002544916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4545349,"threshold_uncertainty_score":0.9992099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2625424536467268,"score_gpt":0.4806062855269361,"score_spread":0.2180638318802093,"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."}}