{"id":"W2012228182","doi":"10.1300/j004v19n02_01","title":"An Occupational Therapist's Journey Through Bipolar Affective Disorder","year":2003,"lang":"en","type":"article","venue":"Occupational Therapy in Mental Health","topic":"Occupational Therapy Practice and Research","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Interior Health","funders":"","keywords":"Occupational therapy; Psychotherapist; Empowerment; Psychology; Perspective (graphical); Spirituality; Mental health; Mental illness; Bipolar disorder; Clinical psychology; Psychiatry; Medicine; Alternative medicine; 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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003607267,0.0003764732,0.0004429211,0.0003417328,0.002139821,0.00004263613,0.0003508414,0.0002660099,0.004765695],"category_scores_gemma":[0.0001559133,0.0003195416,0.0001255153,0.0008310109,0.0001297498,0.001187422,0.000029333,0.001226684,0.0003566473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001079503,"about_ca_system_score_gemma":0.002890819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001598486,"about_ca_topic_score_gemma":0.001060607,"domain_scores_codex":[0.9911782,0.004970879,0.0009833348,0.0006493589,0.00120403,0.001014264],"domain_scores_gemma":[0.9972818,0.001117134,0.0004969856,0.0004655779,0.0003340297,0.0003044092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004077316,0.002521604,0.901437,0.00008192116,0.0001225323,0.000004166805,0.01120326,0.0001550666,0.0008524926,0.054456,0.006001344,0.0190873],"study_design_scores_gemma":[0.006518311,0.001443112,0.6376266,0.0001437047,0.000002586929,0.000009234016,0.005269478,0.0002323829,0.0001214375,0.009689827,0.3384784,0.0004649057],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9724268,0.007092979,0.002719488,0.005737258,0.001526992,0.004164798,0.0004573449,0.0001527082,0.005721603],"genre_scores_gemma":[0.9675379,0.01091013,0.005884923,0.01246948,0.000526895,0.0006450582,0.0009397074,0.0001066855,0.0009792242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3324771,"threshold_uncertainty_score":0.9999257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.157314373193929,"score_gpt":0.5367964501501196,"score_spread":0.3794820769561905,"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."}}