{"id":"W2106697876","doi":"","title":"Natalie’s Case: PTSD Conceptualization based on Schema Theory","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Counselling and Psychotherapy","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Paul University","funders":"","keywords":"Conceptualization; Schema (genetic algorithms); Psychology; Psychotherapist; Psychoanalysis; Clinical psychology; Computer science; Artificial intelligence; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001192719,0.0003744171,0.0002843512,0.001409468,0.006869297,0.00217634,0.001069842,0.003874408,0.002977996],"category_scores_gemma":[0.003985678,0.0002281009,0.000520783,0.001116593,0.008777769,0.003306864,0.003710786,0.003805944,0.0003847411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005758215,"about_ca_system_score_gemma":0.003144762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01923574,"about_ca_topic_score_gemma":0.02529995,"domain_scores_codex":[0.9986799,0.0006973767,0.0000550861,0.00009973206,0.0002326087,0.0002352191],"domain_scores_gemma":[0.9994795,0.0002560214,0.00006703426,0.00004124244,0.00004661043,0.0001096002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"case_report","study_design_scores_codex":[0.00005824909,0.0001300612,0.004963571,0.0001892358,0.00001667644,0.06969606,0.2489516,0.0007627099,0.0008021524,0.6182528,0.02870926,0.02746762],"study_design_scores_gemma":[0.00004394942,0.00007935158,0.00459381,0.0006494098,0.0000213864,0.1735389,0.1848693,0.001115004,0.0009198735,0.09298034,0.5411071,0.00008161446],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3700323,0.009336899,0.02126363,0.1794836,0.001615183,0.0006248586,0.0003801782,0.0000897663,0.4171736],"genre_scores_gemma":[0.9552485,0.004172311,0.009418109,0.008323381,0.0001149611,0.0002871623,0.00008302935,0.0000257327,0.02232685],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01923574,"threshold_uncertainty_score":0.04177892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01992908695788692,"score_gpt":0.300469866100915,"score_spread":0.2805407791430281,"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."}}