{"id":"W7161977774","doi":"10.82308/48678","title":"Improving prescribing practices in primary care: pharmacological treatment of depression in patients with excess weight","year":2021,"lang":"en","type":"dissertation","venue":"","topic":"Treatment of Major Depression","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Depression (economics); Primary care; Adverse effect; Cohort; Obesity; Logistic regression; Medical record; Cohort study; Excess weight","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004134284,0.0002155319,0.0007643554,0.002446976,0.001278648,0.001748313,0.0008627611,0.001002382,0.002841281],"category_scores_gemma":[0.0255584,0.0003353968,0.0009483452,0.003992013,0.0004897792,0.001002057,0.000969158,0.001141165,0.0002772102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005738708,"about_ca_system_score_gemma":0.02130182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1905316,"about_ca_topic_score_gemma":0.3976397,"domain_scores_codex":[0.9961909,0.001292193,0.0007249484,0.0003292756,0.00118696,0.0002756769],"domain_scores_gemma":[0.984665,0.004862366,0.004729856,0.0003000849,0.00380072,0.001641964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002139167,0.0004087309,0.5132454,0.03952834,0.001133422,0.0006705069,0.005499365,0.0004755998,0.0006644723,0.001573014,0.07082918,0.365758],"study_design_scores_gemma":[0.0002860971,0.0004368064,0.8941109,0.04696163,0.001236231,0.0007958292,0.004435011,0.00074822,0.0002614818,0.001258262,0.04940912,0.00006033751],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3309833,0.4142038,0.002293132,0.2007108,0.002401526,0.001656045,0.007258311,0.0001329805,0.04036002],"genre_scores_gemma":[0.7069713,0.2516246,0.01264871,0.02252731,0.001441618,0.001131665,0.002192343,0.00002200731,0.001440508],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1905316,"threshold_uncertainty_score":0.3788452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0192697350813801,"score_gpt":0.3070258839746316,"score_spread":0.2877561488932515,"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."}}