{"id":"W2510460395","doi":"10.4102/safp.v58i4.4509","title":"Mind your state: Insights into antidepressant nonadherence","year":2016,"lang":"en","type":"article","venue":"South African Family Practice","topic":"Treatment of Major Depression","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences North","funders":"","keywords":"Major depressive disorder; Medicine; Antidepressant; Psychiatry; Depression (economics); Population; Disease; Depressive symptoms; Internal medicine; Anxiety; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004240165,0.0002362631,0.000363222,0.001410497,0.002077606,0.003117535,0.0007164577,0.001338735,0.003258467],"category_scores_gemma":[0.02422984,0.0003052046,0.0004496205,0.001287199,0.002327797,0.004525288,0.002131908,0.003312797,0.0002847413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0019,"about_ca_system_score_gemma":0.003164984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01339344,"about_ca_topic_score_gemma":0.02407604,"domain_scores_codex":[0.9972888,0.00184677,0.0001702198,0.0001205494,0.000336427,0.0002371633],"domain_scores_gemma":[0.9903305,0.006697307,0.001158106,0.0002100185,0.000884888,0.0007192267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001572892,0.0004479495,0.2707493,0.0008818861,0.0001131833,0.003377425,0.3829954,0.0002271225,0.0005321208,0.04962756,0.01840969,0.2724811],"study_design_scores_gemma":[0.00004280112,0.0003361242,0.2897087,0.00384711,0.0001897902,0.008785698,0.5116522,0.001814304,0.0003194317,0.07909516,0.1040909,0.0001180272],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6463642,0.05118014,0.006309005,0.2167674,0.0008197051,0.0001150147,0.0004819508,0.00004846609,0.07791423],"genre_scores_gemma":[0.968892,0.01712682,0.002423112,0.008651066,0.0002017361,0.00003906554,0.0001506767,0.00001575171,0.002499646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01339344,"threshold_uncertainty_score":0.02663094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03499126550933855,"score_gpt":0.3024616844405883,"score_spread":0.2674704189312497,"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."}}