{"id":"W2164388617","doi":"10.1093/schbul/sbm025","title":"Recruitment and Treatment Practices for Help-Seeking \"Prodromal\" Patients","year":2007,"lang":"en","type":"article","venue":"Schizophrenia Bulletin","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":104,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Prodrome; Psychiatry; Pharmacotherapy; Psychosis; Relapse prevention; Prodromal Stage; Medicine; Schizophrenia (object-oriented programming); Antipsychotic; Psychology; Intensive care medicine; Cognition; Cognitive impairment","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":[0.004199194,0.0001737329,0.0002842888,0.0008239492,0.004107649,0.0009763016,0.0007431319,0.001257541,0.005811316],"category_scores_gemma":[0.01634168,0.0002981605,0.0002538162,0.0005696382,0.0007296465,0.0009893153,0.001560942,0.001012317,0.001886025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001332064,"about_ca_system_score_gemma":0.002825906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004309371,"about_ca_topic_score_gemma":0.00831195,"domain_scores_codex":[0.9974124,0.00165141,0.0002053713,0.0001970297,0.0002889239,0.0002449473],"domain_scores_gemma":[0.9949678,0.001421322,0.0009990451,0.0002923993,0.0005454632,0.001774047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001177084,0.002797669,0.3861074,0.0009291213,0.00003006064,0.009807791,0.1656584,0.0002661375,0.007955153,0.002512777,0.06004583,0.3627124],"study_design_scores_gemma":[0.0007721471,0.006392455,0.5736675,0.00270597,0.0001024844,0.02447562,0.2071954,0.0028875,0.00591495,0.005785308,0.1697819,0.0003187529],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9612827,0.001833176,0.002223341,0.02119469,0.0002654333,0.00243595,0.0001883624,0.0001677164,0.01040854],"genre_scores_gemma":[0.9615891,0.003578735,0.01025529,0.01200418,0.0002497345,0.002624294,0.0002758004,0.00005506065,0.009367833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005811316,"threshold_uncertainty_score":0.02220774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07177669191655006,"score_gpt":0.351062665837722,"score_spread":0.2792859739211719,"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."}}