{"id":"W1996243346","doi":"10.4088/pcc.12r01420","title":"A Review of Antidepressant Therapy in Primary Care","year":2013,"lang":"en","type":"review","venue":"The Primary Care Companion For CNS Disorders","topic":"Treatment of Major Depression","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Tolerability; Antidepressant; Major depressive disorder; MEDLINE; Depression (economics); Psychiatry; Population; Internal medicine; Adverse effect; Mood; Anxiety","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"],"consensus_categories":[],"category_scores_codex":[0.0002608921,0.0007857202,0.003585959,0.0002922055,0.0001035575,0.0000191834,0.0006999542,0.0003077993,0.00007452909],"category_scores_gemma":[0.00004765997,0.0004605158,0.001506616,0.00045121,0.0001768257,0.0001052389,0.0002498609,0.0005380416,0.00002847984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007621289,"about_ca_system_score_gemma":0.0007782138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001076609,"about_ca_topic_score_gemma":0.00001487204,"domain_scores_codex":[0.9967201,0.0003686578,0.001215357,0.0006931013,0.000534658,0.0004680757],"domain_scores_gemma":[0.9969723,0.000357572,0.0007816083,0.001505482,0.0002708189,0.0001122847],"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":[0.0000492081,0.0001841405,0.0002008248,0.3226681,0.0001929227,0.000001761487,0.0002100537,4.762967e-7,0.000001687176,0.00001090063,0.0034752,0.6730047],"study_design_scores_gemma":[0.002017986,0.0003707267,0.001201541,0.2280537,0.001242677,0.00001883706,0.0001584502,6.341704e-7,0.000002247786,0.00001709503,0.7665616,0.0003545313],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008658011,0.9814231,0.0000185035,0.0001533099,0.0002928847,0.01224732,0.0002638162,0.00009690669,0.005417579],"genre_scores_gemma":[0.00007884649,0.9909133,0.0004312384,0.0006461689,0.00007955138,0.00160503,0.005979382,0.0001694553,0.0000970558],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7630864,"threshold_uncertainty_score":0.9997846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04433725495835062,"score_gpt":0.331137219601316,"score_spread":0.2867999646429654,"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."}}