{"id":"W4403967626","doi":"10.1016/b978-0-443-13552-1.00029-1","title":"Clinical reasoning in psychology: from assessment to intervention","year":2024,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; University of Calgary","funders":"","keywords":"Intervention (counseling); Psychology; Psychotherapist; Applied psychology; Clinical psychology; Cognitive psychology; Cognitive science; 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":[0.001479219,0.0006662923,0.0005154693,0.001281072,0.0005214877,0.002907443,0.0009846926,0.00126984,0.02590831],"category_scores_gemma":[0.003844607,0.0003770208,0.0002141814,0.0008284004,0.001934204,0.002609563,0.001449674,0.002742478,0.007225382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001762583,"about_ca_system_score_gemma":0.005206243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003003829,"about_ca_topic_score_gemma":0.008423135,"domain_scores_codex":[0.9994783,0.0001955635,0.00002777367,0.00004018398,0.0002284634,0.0000298779],"domain_scores_gemma":[0.9980425,0.001351359,0.000047769,0.00006936932,0.0002979996,0.0001908795],"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":[0.00001665331,0.0002732018,0.0003420981,0.0004205749,0.000004843885,0.00007048312,0.0006154604,0.0003590103,0.0002604261,0.03425446,0.16756,0.7958228],"study_design_scores_gemma":[0.0000386895,0.0001476097,0.004705561,0.004475513,0.0000163234,0.0008652832,0.001496638,0.001163866,0.0005579182,0.1875777,0.7989246,0.00003015209],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003962022,0.2117083,0.03669348,0.03081043,0.005128772,0.0003713271,0.0002639438,0.0008509259,0.7102109],"genre_scores_gemma":[0.05961239,0.2160205,0.07135927,0.01276439,0.002883289,0.001023679,0.000509347,0.0003428528,0.6354843],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02590831,"threshold_uncertainty_score":0.08667195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0467551743237819,"score_gpt":0.4354114017877657,"score_spread":0.3886562274639838,"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."}}