{"id":"W3036198752","doi":"10.1177/0020764020932938","title":"Participatory video as a novel recovery-oriented intervention in early psychosis: A pilot study","year":2020,"lang":"en","type":"article","venue":"International Journal of Social Psychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Care; McMaster University; Parkwood Institute; London Health Sciences Centre; Lawson Health Research Institute; Western University","funders":"Western University","keywords":"Attendance; Intervention (counseling); Citizen journalism; Narrative; Psychology; Early psychosis; Clinical psychology; Medicine; Nursing; Psychotherapist; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.000355549,0.0001334211,0.0002887668,0.0002657868,0.00004009105,0.00004688398,0.0002182564,0.00004162023,0.0001953533],"category_scores_gemma":[0.0002187467,0.0001177966,0.0002375318,0.0002553688,0.00003718385,0.000212926,0.00004595957,0.000433207,0.00006197772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002149963,"about_ca_system_score_gemma":0.0003200413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001941381,"about_ca_topic_score_gemma":0.0003371851,"domain_scores_codex":[0.9979159,0.00009175835,0.0006882113,0.0001872065,0.0009296506,0.0001873144],"domain_scores_gemma":[0.9989436,0.00003280947,0.0003279632,0.0000701336,0.0003959283,0.0002295358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1027484,0.02044777,0.8530562,0.00003980079,0.002744118,0.0005069911,0.004654226,0.00000884506,0.0006396547,0.003073067,0.003471328,0.008609564],"study_design_scores_gemma":[0.02703423,0.0168851,0.9500817,0.0002635088,0.0001503142,0.00008430711,0.002935786,0.00003381316,0.00005388819,0.00196606,0.0003872024,0.0001241012],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9744847,0.0002315692,0.0002416088,0.02287198,0.001521013,0.0003158707,0.00001220893,0.00001495982,0.0003061118],"genre_scores_gemma":[0.9965419,0.0000184499,0.0009691794,0.0009386209,0.001448562,0.0000237223,0.000005087995,0.00001879875,0.00003564982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09702551,"threshold_uncertainty_score":0.4803608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06370661233209753,"score_gpt":0.3862000036564995,"score_spread":0.322493391324402,"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."}}