{"id":"W3195657060","doi":"10.1002/cpp.2666","title":"The role of attachment, coping style and reasons for substance use in substance users with psychosis","year":2021,"lang":"en","type":"article","venue":"Clinical Psychology & Psychotherapy","topic":"Attachment and Relationship Dynamics","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council Canada; Medical Research Council; National Institute for Health and Care Research","keywords":"Psychology; Dysfunctional family; Coping (psychology); Psychosis; Attachment theory; Distress; Substance use; Clinical psychology; Insecure attachment; Substance abuse; Psychotherapist; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001129099,0.000306125,0.0005768223,0.00009838125,0.0002248342,0.00004358452,0.0003717685,0.0004670368,0.00009601068],"category_scores_gemma":[0.00004111986,0.000233832,0.000201548,0.0005733728,0.0008962557,0.0001385785,0.000006432596,0.0006102526,0.00001125635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002363628,"about_ca_system_score_gemma":0.00003927331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002139334,"about_ca_topic_score_gemma":0.002966895,"domain_scores_codex":[0.9965869,0.0005647583,0.001092595,0.000987858,0.0001777564,0.0005902001],"domain_scores_gemma":[0.9952852,0.002793017,0.0004924093,0.001129841,0.0001561354,0.0001434594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002830032,0.0007278601,0.9567329,0.000007298033,0.0003274057,0.000007387737,0.001061264,0.000004615961,0.0001768979,0.02227624,0.004059853,0.0117882],"study_design_scores_gemma":[0.008066464,0.0006394128,0.8992341,0.0001167667,0.00005844382,0.00002538734,0.0007750937,0.00006155153,0.00001619478,0.01307183,0.07757244,0.0003623189],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9670025,0.01159098,0.01090442,0.00531518,0.001614442,0.0009652401,0.0000465714,0.00005827536,0.002502412],"genre_scores_gemma":[0.9603987,0.02002268,0.009429841,0.004974926,0.0002827162,0.00051333,0.00005465855,0.0001513801,0.004171744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07351258,"threshold_uncertainty_score":0.9535391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09275427011211566,"score_gpt":0.4795184434037872,"score_spread":0.3867641732916715,"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."}}