{"id":"W2911362316","doi":"10.1111/eip.12785","title":"Effectiveness of a professional development training program in increasing knowledge of mental health clinicians specializing in early psychosis","year":2019,"lang":"en","type":"article","venue":"Early Intervention in Psychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Division of Human Resource Development; Ontario Ministry of Health and Long-Term Care; Syracuse University","keywords":"Early psychosis; Psychological intervention; Mental health; Intervention (counseling); Medicine; Psychosis; Focus group; Psychology; Medical education; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006114922,0.0003424216,0.000311464,0.0005649345,0.0006663901,0.0006507467,0.001036236,0.0009167481,0.003447529],"category_scores_gemma":[0.01914394,0.0002939005,0.0003646017,0.0003968112,0.0003884123,0.0006653402,0.002314981,0.0009057024,0.0004659886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001049481,"about_ca_system_score_gemma":0.005536546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002941954,"about_ca_topic_score_gemma":0.004243557,"domain_scores_codex":[0.9965401,0.001870548,0.0001351975,0.0003226641,0.0006896885,0.0004418614],"domain_scores_gemma":[0.9883751,0.005425646,0.001146655,0.0006437553,0.0009458508,0.00346297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.006860132,0.07044458,0.03107083,0.001906802,0.0001220541,0.0002627218,0.004670447,0.00108677,0.002825183,0.0002948258,0.003468091,0.8769876],"study_design_scores_gemma":[0.01468404,0.1210055,0.8235503,0.002970012,0.0005303416,0.0007304403,0.005860024,0.005484452,0.005771831,0.0009414495,0.01837618,0.00009537255],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888692,0.0003126888,0.0009662705,0.001064172,0.0001087524,0.001540058,0.00006440267,0.0000917556,0.006982589],"genre_scores_gemma":[0.9868145,0.0004728089,0.008104689,0.0005684918,0.00007449419,0.00162954,0.0000962151,0.00000637671,0.00223305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006114922,"threshold_uncertainty_score":0.03233916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03117520383084373,"score_gpt":0.4013797693424556,"score_spread":0.3702045655116119,"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."}}