{"id":"W2152200136","doi":"10.3109/10398560903358846","title":"To Medicate Or Not to Medicate, When Diagnosis Is In Question: Decision-Making in First Episode Psychosis","year":2010,"lang":"en","type":"article","venue":"Australasian Psychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"National Health and Medical Research Council; Eli Lilly and Company","keywords":"Distress; Psychiatry; Tolerability; Context (archaeology); Psychosis; Medicine; Management of schizophrenia; Psychology; Schizophrenia (object-oriented programming); Clinical psychology; Antipsychotic; Alternative medicine","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006213467,0.0003726739,0.0005495418,0.000968055,0.0001055819,0.00005474114,0.0004758703,0.0003248302,0.003844675],"category_scores_gemma":[0.0008341115,0.000293412,0.0001376225,0.001279099,0.00008830358,0.0001339987,0.0001122044,0.0009221398,0.001016343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001940112,"about_ca_system_score_gemma":0.0003235333,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001250198,"about_ca_topic_score_gemma":0.1330612,"domain_scores_codex":[0.996515,0.00005958878,0.0007426288,0.0008866802,0.0009187245,0.000877328],"domain_scores_gemma":[0.9973809,0.0003666519,0.00008793525,0.0009396754,0.0000691103,0.001155781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004992412,0.0009673303,0.8331319,0.00007581732,0.00006062999,0.0002952252,0.0006902503,0.000004717871,0.00001488338,0.000602824,0.1073929,0.05177111],"study_design_scores_gemma":[0.004316573,0.0008046838,0.9759941,0.001982844,0.0000524411,0.00009389249,0.0002198813,0.00002490878,0.0001324418,0.00512141,0.01092218,0.000334672],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.746212,0.00007078629,0.00008309021,0.2503344,0.001473026,0.001171236,0.00003945789,0.00007235092,0.0005437079],"genre_scores_gemma":[0.9282184,0.0001258264,0.06485303,0.005093042,0.0005959136,0.0007567915,0.00001368813,0.00005573671,0.0002875438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2452413,"threshold_uncertainty_score":0.9999518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02039586035709253,"score_gpt":0.3628658341287014,"score_spread":0.3424699737716089,"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."}}