{"id":"W1971372881","doi":"10.1016/j.schres.2004.03.019","title":"The contribution of a modified transactional model to the adaptation of schizophrenics living in the city of Montreal","year":2004,"lang":"en","type":"letter","venue":"Schizophrenia Research","topic":"Transactional Analysis in Psychotherapy","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Université de Montréal; Université TÉLUQ","funders":"","keywords":"Adaptation (eye); Transactional analysis; Psychology; Transactional leadership; Cognitive psychology; Neuroscience; Psychotherapist; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005989786,0.0003388226,0.0006312415,0.0007441505,0.0003888368,0.00004986487,0.001961045,0.0006779925,0.0001395562],"category_scores_gemma":[0.000250082,0.0001948033,0.0005149955,0.001857178,0.0007646777,0.00008943328,0.00003098103,0.003715853,0.00001497085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002111461,"about_ca_system_score_gemma":0.0007551076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005741904,"about_ca_topic_score_gemma":0.01212424,"domain_scores_codex":[0.9921847,0.002454805,0.001255723,0.0006088609,0.002782528,0.0007133627],"domain_scores_gemma":[0.9921083,0.004919393,0.0004835465,0.00133918,0.001097303,0.00005230778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0594213,0.003411722,0.0005343086,0.000460179,0.005390694,0.00006972703,0.04329195,0.501092,0.001880937,0.1764511,0.1184537,0.08954232],"study_design_scores_gemma":[0.03515825,0.004671026,0.1736353,0.004004981,0.001673321,0.0002044846,0.01224738,0.1806884,0.001528501,0.5355506,0.0471749,0.003462817],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2069889,0.004131963,0.143429,0.6353962,0.001208704,0.005241632,0.00113004,0.00005194204,0.002421585],"genre_scores_gemma":[0.9939664,0.0002612024,0.0004463817,0.003661207,0.0005694934,0.0004818669,0.0000691044,0.00005082706,0.0004935148],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7869775,"threshold_uncertainty_score":0.9985826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09256540757721117,"score_gpt":0.3825590840501931,"score_spread":0.289993676472982,"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."}}