{"id":"W2938779342","doi":"10.1017/ipm.2019.10","title":"Forging successful partnerships in psychosis research: lessons from the Cavan–Monaghan First Episode Psychosis Study","year":2019,"lang":"en","type":"article","venue":"Irish Journal of Psychological Medicine","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; Alberta Hospital Edmonton","funders":"","keywords":"General partnership; Early psychosis; Mental health; Psychosis; Service (business); Intervention (counseling); Medical education; Irish; Psychology; Psychiatry; Nursing; Medicine; Political science; Business","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":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01244094,0.0003040189,0.000872828,0.0003738336,0.0007666564,0.00001613975,0.001185034,0.0002921002,0.003405327],"category_scores_gemma":[0.0007703253,0.0001642805,0.000129668,0.001030094,0.0002690119,0.0001738261,0.0001455791,0.003638207,0.000375481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003144047,"about_ca_system_score_gemma":0.00003674022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002983406,"about_ca_topic_score_gemma":0.006755726,"domain_scores_codex":[0.9903184,0.003973323,0.002260947,0.000574668,0.0017036,0.001169059],"domain_scores_gemma":[0.9910231,0.006207505,0.000963299,0.0007735297,0.000435669,0.0005968498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009068697,0.001236378,0.8539494,0.00009605573,0.00004130595,0.00004866624,0.006021993,0.000003318544,0.00001656047,0.00006827917,0.1333383,0.004272898],"study_design_scores_gemma":[0.009490519,0.006112243,0.8532729,0.005300898,0.00005323586,0.000006756688,0.05932208,0.00003642125,0.000004353135,0.003207077,0.06296508,0.0002284985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9240754,0.001606053,0.00004978342,0.06181623,0.003899012,0.002254611,0.00002042242,0.00002030985,0.006258207],"genre_scores_gemma":[0.9889181,0.0009816209,0.0001770567,0.008039734,0.001375807,0.000169302,0.00002033413,0.00003019169,0.000287822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07037321,"threshold_uncertainty_score":0.9986604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7411213693024568,"score_gpt":0.6054985320997197,"score_spread":0.135622837202737,"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."}}