{"id":"W3014688330","doi":"","title":"Beyond DSM diagnosis: The pros and cons of cognitive case formulation.","year":2015,"lang":"en","type":"article","venue":"","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"cons; Cognition; Computer science; Psychology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01852889,0.0005840765,0.0005324901,0.00449227,0.001948732,0.005848877,0.003160511,0.00201275,0.004055667],"category_scores_gemma":[0.07194692,0.0003061044,0.0005943202,0.002468307,0.009992382,0.006010215,0.005609938,0.005311953,0.0007209624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003337211,"about_ca_system_score_gemma":0.009576349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003924866,"about_ca_topic_score_gemma":0.009849354,"domain_scores_codex":[0.9843171,0.01282965,0.0006507548,0.000307408,0.001669299,0.0002258498],"domain_scores_gemma":[0.9610897,0.03040843,0.001634027,0.002454269,0.00301732,0.001396264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002969067,0.0002344217,0.005003117,0.001895501,0.00005135732,0.001040594,0.01448184,0.0008565616,0.0005095194,0.3420504,0.02776396,0.6058157],"study_design_scores_gemma":[0.0001430768,0.0001801276,0.004400538,0.005097403,0.0000644101,0.005996069,0.01862231,0.003631871,0.0006923616,0.8703758,0.09072622,0.00006971922],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04777423,0.1433266,0.3654289,0.2726059,0.008089646,0.001827337,0.0003833937,0.0005556985,0.1600083],"genre_scores_gemma":[0.5924788,0.06067674,0.3166287,0.01855615,0.002608223,0.001345147,0.0002768221,0.0001514076,0.007278082],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01852889,"threshold_uncertainty_score":0.09799135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06100798887730359,"score_gpt":0.3857452744397911,"score_spread":0.3247372855624875,"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."}}