{"id":"W2107597918","doi":"10.1080/10503300802192158","title":"From symptom relief to interpersonal change: Treatment outcome and effectiveness in inpatient psychotherapy","year":2008,"lang":"en","type":"article","venue":"Psychotherapy Research","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Psychotherapist; Psychology; Outcome (game theory); Interpersonal communication; Interpersonal psychotherapy; Integrative psychotherapy; Medicine; Randomized controlled trial; Social psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009163236,0.0004085299,0.0005304808,0.0008490739,0.0002613879,0.00005584822,0.0005328543,0.0002683432,0.001731925],"category_scores_gemma":[0.000004364071,0.0003578414,0.0001320487,0.001183361,0.0002810565,0.0001112296,0.00001308598,0.0005053472,0.0003216115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002495718,"about_ca_system_score_gemma":0.00004345938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003316272,"about_ca_topic_score_gemma":0.0004424037,"domain_scores_codex":[0.996004,0.0007667767,0.0005319729,0.00126395,0.0005351501,0.0008981102],"domain_scores_gemma":[0.9978009,0.0005582187,0.00007737782,0.0011065,0.0001135281,0.0003435148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009568398,0.00679191,0.5396968,0.00002678412,0.0004648635,0.00009372712,0.09970371,0.00000142235,0.01992615,0.01125005,0.01196358,0.3005126],"study_design_scores_gemma":[0.008036796,0.004398087,0.7213619,0.0001840066,0.000006133881,0.00004153393,0.0005570616,0.00003332566,0.0008316406,0.014765,0.2490366,0.0007479344],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833386,0.002419357,0.00241736,0.00456793,0.0004547289,0.003316177,0.00009630535,0.0001751633,0.003214396],"genre_scores_gemma":[0.9702542,0.01122593,0.002236078,0.002333206,0.0007232332,0.01136526,0.00003167699,0.0001821104,0.001648276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2997646,"threshold_uncertainty_score":0.9998873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.250595660872691,"score_gpt":0.5133517839095092,"score_spread":0.2627561230368182,"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."}}