{"id":"W2508438347","doi":"10.4172/2161-0487.1000188","title":"A Needs Analysis for a Resident Psychotherapy Curriculum","year":2014,"lang":"en","type":"article","venue":"Journal of Psychology & Psychotherapy","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Psychology; Psychotherapist; Medical education; Pedagogy; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002347419,0.0005844093,0.001286012,0.00236908,0.0002265156,0.00008961193,0.001454886,0.0005642303,0.003836271],"category_scores_gemma":[0.00001244921,0.0005013576,0.001667513,0.002831504,0.0002685853,0.0001833594,0.000004018967,0.0006492474,0.00008275198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004959388,"about_ca_system_score_gemma":0.00005609249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002852424,"about_ca_topic_score_gemma":0.00004431887,"domain_scores_codex":[0.9955212,0.0004997864,0.001868406,0.0007632166,0.0004739924,0.0008733812],"domain_scores_gemma":[0.995232,0.0003510323,0.001787335,0.001697583,0.0005527257,0.0003793201],"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":[0.005514233,0.004910497,0.0380962,0.00002465314,0.01170556,0.00001286726,0.007856338,0.00005159404,0.01691986,0.2280231,0.5704547,0.1164305],"study_design_scores_gemma":[0.007943923,0.003102668,0.02413929,0.00004015032,0.0005448765,0.0002049458,0.000284152,0.00008290195,0.0001245929,0.1230868,0.8398206,0.000625122],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1017725,0.002812031,0.865669,0.01260778,0.003118221,0.00103357,0.00003332498,0.000178726,0.01277482],"genre_scores_gemma":[0.7031254,0.02132299,0.1748222,0.07300614,0.009944177,0.002401555,0.00006628054,0.000855669,0.01445558],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6908467,"threshold_uncertainty_score":0.9997438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02714612270699241,"score_gpt":0.4046219758589916,"score_spread":0.3774758531519992,"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."}}