{"id":"W1917947392","doi":"10.1111/eip.12093","title":"Pathways to (specialized) care: patient costs and contacts en route to a first‐episode psychosis clinic","year":2013,"lang":"en","type":"article","venue":"Early Intervention in Psychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Hospital Edmonton","funders":"","keywords":"Medicine; Inpatient care; Public health; Medical emergency; Health care; Emergency department; Mental health; Population; Ambulatory care; Psychiatry; Emergency medicine; Environmental health; Nursing","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":[0.0006470121,0.0002847901,0.0002370564,0.001363473,0.0006200375,0.001281796,0.0005576414,0.0005752133,0.003451145],"category_scores_gemma":[0.01019763,0.0002771814,0.0005741962,0.001487948,0.0003353851,0.001047251,0.001023641,0.0007109173,0.0002395062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002880443,"about_ca_system_score_gemma":0.001730538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03112563,"about_ca_topic_score_gemma":0.04109213,"domain_scores_codex":[0.998711,0.0005500977,0.0001604344,0.0001056514,0.000244079,0.0002287424],"domain_scores_gemma":[0.9934633,0.001645593,0.003568335,0.000122753,0.0004499651,0.0007502275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002717044,0.0000803119,0.9920699,0.00003322345,0.000112364,0.0002515499,0.0001850793,0.001563495,0.00006126156,0.000167945,0.0002410809,0.004962055],"study_design_scores_gemma":[0.00002750106,0.0002227374,0.9928479,0.00004712472,0.00006890122,0.0008836497,0.0009243324,0.004257457,0.0001146182,0.0002312768,0.0003614039,0.00001290469],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983095,0.0001408472,0.0001367193,0.0001369798,0.000002241477,0.00003655292,0.0007089217,0.000003238491,0.0005250027],"genre_scores_gemma":[0.9989322,0.0001302267,0.0002302065,0.00001578654,0.000006023738,0.00002355492,0.0005495153,0.000001702275,0.0001107836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03112563,"threshold_uncertainty_score":0.06188893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01508716978909766,"score_gpt":0.3111735911861507,"score_spread":0.296086421397053,"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."}}