{"id":"W1872106550","doi":"10.1111/eip.12078","title":"A ‘navigator’ model in emerging mental illness?","year":2013,"lang":"en","type":"article","venue":"Early Intervention in Psychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Mental health; Intervention (counseling); Distress; Mental illness; Psychiatry; Psychology; Psychosis; Medicine; Clinical psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005270781,0.0003797667,0.0004170412,0.001009127,0.002755054,0.004225741,0.00203146,0.002875473,0.007358919],"category_scores_gemma":[0.007644789,0.0002858113,0.000674744,0.000924007,0.01220771,0.01141103,0.005384062,0.003511677,0.0006617643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004986692,"about_ca_system_score_gemma":0.009875793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01544511,"about_ca_topic_score_gemma":0.02163887,"domain_scores_codex":[0.996596,0.002480997,0.00008684873,0.0002532798,0.0002009588,0.0003817691],"domain_scores_gemma":[0.9969602,0.001139122,0.0004019682,0.0002031782,0.0003102781,0.0009853306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002588003,0.0002848875,0.05138908,0.0008224553,0.00006503647,0.001860258,0.1090211,0.001036564,0.0002570752,0.7441353,0.02322411,0.06764513],"study_design_scores_gemma":[0.000226233,0.0007209465,0.02020109,0.002634569,0.0001355695,0.006230712,0.2203975,0.007248907,0.000342534,0.5498879,0.1918399,0.0001341948],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2608632,0.01132073,0.04811774,0.492415,0.001303065,0.0003645961,0.0004014371,0.0003991635,0.1848152],"genre_scores_gemma":[0.9696636,0.003510947,0.008466259,0.01349047,0.0001474173,0.0002141947,0.0001488157,0.00004145809,0.004316885],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01544511,"threshold_uncertainty_score":0.03618115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01265195734689892,"score_gpt":0.3181208150657407,"score_spread":0.3054688577188417,"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."}}