{"id":"W2146084671","doi":"10.1111/j.1399-5618.2006.00373.x","title":"Approximate entropy of self‐reported mood prior to episodes in bipolar disorder","year":2006,"lang":"en","type":"article","venue":"Bipolar Disorders","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; START Clinic","funders":"Jane and Terry Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles","keywords":"Bipolar disorder; Mania; Mood; Psychology; Approximate entropy; Psychiatry","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":[0.0009333494,0.0001430083,0.0002236721,0.0007100601,0.0001222971,0.0005535524,0.0001294295,0.0001781164,0.001034703],"category_scores_gemma":[0.007417629,0.00009883819,0.0002151536,0.0005512373,0.0002598287,0.0003632445,0.0003760409,0.0002433052,0.0001234412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003097659,"about_ca_system_score_gemma":0.0001332485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001161736,"about_ca_topic_score_gemma":0.001283336,"domain_scores_codex":[0.9996979,0.00009803226,0.00003895796,0.00006172495,0.00006563197,0.00003774556],"domain_scores_gemma":[0.9957984,0.002471029,0.001140518,0.0002234622,0.0001809179,0.0001855992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007945486,0.00007857192,0.9631895,0.00006371577,0.0002096818,0.0001615446,0.0004211307,0.005737036,0.002197336,0.0004577444,0.0003151313,0.02637395],"study_design_scores_gemma":[0.000005142491,0.0001014381,0.9904217,0.000008621766,0.00001777629,0.0001364578,0.00008321919,0.00817383,0.0002826037,0.0006391215,0.0001220969,0.000008048533],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966978,0.0001816935,0.002233815,0.0000307469,0.000005458741,0.000008472704,0.0003479752,0.00001054531,0.0004835813],"genre_scores_gemma":[0.9992676,0.00003154381,0.0003312935,0.000004916784,0.000008383344,0.000005020663,0.0002992031,0.000002101089,0.00004992562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001161736,"threshold_uncertainty_score":0.004936099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007361349522289363,"score_gpt":0.2419344219304442,"score_spread":0.2345730724081548,"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."}}