{"id":"W2156844711","doi":"10.1093/ijnp/pyu079","title":"Treatment Implications of Predominant Polarity and the Polarity Index: A Comprehensive Review","year":2014,"lang":"en","type":"review","venue":"The International Journal of Neuropsychopharmacology","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Health and Medical Research Council; Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Bipolar disorder; Polarity (international relations); Lamotrigine; Psychology; Aripiprazole; Population; Mood stabilizer; Psychiatry; Internal medicine; Oncology; Medicine; Cognition; Chemistry; Schizophrenia (object-oriented programming); Epilepsy","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":[0.002366368,0.0009105544,0.00331295,0.006418864,0.0004097778,0.001748035,0.001211606,0.001459324,0.002780622],"category_scores_gemma":[0.009971212,0.0004667406,0.002354394,0.005694025,0.000675623,0.001545308,0.0008756008,0.001221704,0.0003205424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00153435,"about_ca_system_score_gemma":0.004611759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003145858,"about_ca_topic_score_gemma":0.005802862,"domain_scores_codex":[0.9987296,0.0003880354,0.0004472134,0.0001494694,0.0002339683,0.00005172059],"domain_scores_gemma":[0.9912176,0.006831066,0.001092347,0.00008501406,0.0006646889,0.0001093855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002394649,0.00005628578,0.0009129718,0.4729212,0.001823877,0.0001369958,0.0002448246,0.0002406102,0.0002592187,0.00165398,0.01148192,0.5100287],"study_design_scores_gemma":[0.000170482,0.0003296657,0.007700676,0.6764476,0.01771143,0.00174526,0.0005327724,0.0002389174,0.0002962167,0.002819492,0.2919203,0.0000871611],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009361241,0.9995201,0.00002460301,0.0001478629,0.00006241023,0.000008355511,0.00002304359,0.000001242847,0.0001188619],"genre_scores_gemma":[0.001477363,0.998027,0.0001027708,0.000219942,0.00008826938,0.00001833641,0.00003263999,8.720856e-7,0.0000327189],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006418864,"threshold_uncertainty_score":0.01251465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05104322000987953,"score_gpt":0.4156643050275618,"score_spread":0.3646210850176823,"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."}}