{"id":"W1534837458","doi":"","title":"The Research Diagnostic Criteria for Temporomandibular Disorders. V: methods used to establish and validate revised Axis I diagnostic algorithms.","year":2010,"lang":"en","type":"article","venue":"PubMed","topic":"Temporomandibular Joint Disorders","field":"Health Professions","cited_by":236,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Research Diagnostic Criteria; Algorithm; Diagnostic test; Medicine; Computer science; Psychology; Psychiatry; Pediatrics; Chronic pain","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","sts"],"consensus_categories":[],"category_scores_codex":[0.02011858,0.0004147231,0.0006339975,0.0003759561,0.003358004,0.000283725,0.0008400047,0.0004123712,0.0001225765],"category_scores_gemma":[0.1102294,0.0003166219,0.0001412526,0.0008403974,0.0004404625,0.0003326039,0.0006542158,0.001665621,0.00008485516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000117975,"about_ca_system_score_gemma":0.0002170003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006143256,"about_ca_topic_score_gemma":0.002743551,"domain_scores_codex":[0.9915326,0.003451755,0.001028977,0.0009988267,0.0006739032,0.002313963],"domain_scores_gemma":[0.9358884,0.06123275,0.0002501801,0.001332749,0.0004885303,0.0008073958],"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":[0.0004228779,0.0003947639,0.1005893,0.00114199,0.0002551975,0.00002489838,0.007538134,0.000002281929,0.0007876866,0.00478684,0.5546487,0.3294073],"study_design_scores_gemma":[0.001816219,0.00009912813,0.2542912,0.00006773071,0.00006300455,0.000002359264,0.000925315,0.00006842532,0.0001094573,0.01180009,0.7303631,0.0003939393],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6869855,0.004754646,0.02949486,0.1913473,0.01191587,0.06909575,0.0008138482,0.001106818,0.004485417],"genre_scores_gemma":[0.7984368,0.001609485,0.04958025,0.002067036,0.001784274,0.1421104,0.0002257753,0.0004476137,0.003738299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3290133,"threshold_uncertainty_score":0.9999286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1361952303969157,"score_gpt":0.4840223011097983,"score_spread":0.3478270707128826,"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."}}