{"id":"W2168844270","doi":"10.1177/0003065109337508","title":"Dropout Rate of Training Cases: Who and When","year":2009,"lang":"en","type":"article","venue":"Journal of the American Psychoanalytic Association","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"","keywords":"Dropout (neural networks); Drop out; Psychology; Graduation (instrument); Psychoanalytic theory; Medical education; Clinical psychology; Medicine; Psychotherapist","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":[0.0360427,0.000256518,0.001123855,0.002209344,0.000874434,0.001824319,0.001318291,0.001156603,0.001989672],"category_scores_gemma":[0.1261369,0.0003238475,0.001698244,0.001928023,0.00108611,0.002782248,0.001826723,0.001193938,0.0009458367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001648343,"about_ca_system_score_gemma":0.001022694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006409822,"about_ca_topic_score_gemma":0.005012835,"domain_scores_codex":[0.9707475,0.01046088,0.00453057,0.0023069,0.009889632,0.002064518],"domain_scores_gemma":[0.9438557,0.01403614,0.02519434,0.004962192,0.009192449,0.002759142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007837011,0.0002522399,0.9480484,0.0001220644,0.00009308247,0.0001512471,0.00106418,0.0001457624,0.0001574959,0.0003548127,0.002945782,0.04588128],"study_design_scores_gemma":[0.0000373701,0.0005048945,0.9920285,0.0003622586,0.000119156,0.0006310056,0.001405524,0.001160932,0.0005822989,0.0004302805,0.002701557,0.00003617882],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9731141,0.005301376,0.005215375,0.003169141,0.0003427225,0.001223087,0.003491728,0.0002520029,0.007890494],"genre_scores_gemma":[0.9933206,0.0008177656,0.00161283,0.0004794388,0.0001161276,0.0004555868,0.001810282,0.00005334775,0.001333991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0360427,"threshold_uncertainty_score":0.1906143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02220641547144213,"score_gpt":0.3472352399435208,"score_spread":0.3250288244720787,"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."}}