{"id":"W2513045291","doi":"10.1017/s0033291716001781","title":"Individuals developing schizophrenia are hidden among adolescent substance misusers","year":2016,"lang":"en","type":"article","venue":"Psychological Medicine","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Institut Universitaire de Gériatrie de Montréal; Institut Universitaire en Santé Mentale de Québec","funders":"Karolinska Institutet","keywords":"Cannabis; Psychiatry; Schizophrenia (object-oriented programming); Substance abuse; Population; Medicine; Young adult; Psychology; Gerontology; Environmental health","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":[0.0002520797,0.0001598203,0.0002530125,0.0007689584,0.0005983231,0.0005178015,0.000171261,0.0002558383,0.002485426],"category_scores_gemma":[0.001037426,0.0002580662,0.0002187329,0.0005543953,0.00027612,0.0003786484,0.0004940519,0.0004467038,0.0003056492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003791152,"about_ca_system_score_gemma":0.0006046013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01146143,"about_ca_topic_score_gemma":0.01974684,"domain_scores_codex":[0.999781,0.00004410362,0.00001864312,0.00003579582,0.00004933543,0.00007120119],"domain_scores_gemma":[0.9993848,0.00008773131,0.0003323067,0.00002788966,0.00004868675,0.0001185633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003984133,0.00002212386,0.9936025,0.00001400223,0.000009336179,0.0002461033,0.0003879612,0.00000936784,0.0004927461,0.0000444829,0.00006826995,0.005063449],"study_design_scores_gemma":[0.000002089679,0.00005319952,0.9980878,0.00003132886,0.00001327854,0.0006432067,0.0007747404,0.00002989886,0.00007943126,0.0000551291,0.0002278848,0.000002017304],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990846,0.0003278147,0.00004591265,0.00005883865,0.00000310719,0.000006272544,0.00008722275,0.000002316879,0.0003838907],"genre_scores_gemma":[0.9989516,0.000618036,0.00008873764,0.00003039975,0.00000551429,0.000006876848,0.0001060308,0.000001342102,0.0001914809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01146143,"threshold_uncertainty_score":0.02278942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0737336947805391,"score_gpt":0.358403378447551,"score_spread":0.2846696836670119,"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."}}