{"id":"W2775734448","doi":"10.1080/08039488.2017.1411524","title":"Case series of diagnostic shift from bipolar disorder to schizoaffective disorder","year":2017,"lang":"en","type":"article","venue":"Nordic Journal of Psychiatry","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Bipolar disorder; Schizoaffective disorder; Psychiatry; Psychology; Series (stratigraphy); Schizophrenia (object-oriented programming); Clinical psychology; Medicine; Psychosis; Mood","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":[],"consensus_categories":[],"category_scores_codex":[0.0002173544,0.0002597226,0.0006341525,0.0002009296,0.0003177148,0.00004752693,0.0002596507,0.0001267289,0.0002164762],"category_scores_gemma":[0.0005894033,0.0001973727,0.0003481054,0.00011317,0.0001535709,0.0002934117,0.00008914826,0.0003986871,0.00003440907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003894926,"about_ca_system_score_gemma":0.0003105846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001501918,"about_ca_topic_score_gemma":0.007835027,"domain_scores_codex":[0.998481,0.00007310138,0.0005655444,0.0002306359,0.0003779269,0.0002717748],"domain_scores_gemma":[0.9980287,0.0001970638,0.0005844593,0.0006858929,0.0001808403,0.0003230691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005453749,0.00105853,0.9718164,0.00007388778,0.000697994,0.0003313464,0.0006851416,0.000009557125,0.00003479032,0.0003205832,0.0002906621,0.02413575],"study_design_scores_gemma":[0.004421077,0.002068965,0.9794456,0.0004217948,0.0009269984,0.003308438,0.0007747803,0.000002382837,0.00008923835,0.003599183,0.004744091,0.0001974873],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9540766,0.03555102,0.001309163,0.006703316,0.00150456,0.0003512991,0.00009332869,0.00001272184,0.0003979668],"genre_scores_gemma":[0.9945853,0.0005096255,0.004171944,0.0001149902,0.000504919,0.000008680764,0.000006624051,0.00004088455,0.00005697242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04050874,"threshold_uncertainty_score":0.8048626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01045465488232918,"score_gpt":0.2780911900761097,"score_spread":0.2676365351937806,"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."}}