{"id":"W2075355114","doi":"10.1176/appi.ps.651203","title":"Social Inequalities and Antidepressant Use in Canada and France: In Reply","year":2014,"lang":"en","type":"letter","venue":"Psychiatric Services","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centro de Matemática, Universidade de Coimbra","keywords":"Copayment; Antidepressant; Government (linguistics); Cost sharing; Medical prescription; Discontinuation; Health insurance; Medicine; Political science; Actuarial science; Health care; Psychiatry; Psychology; Business; Law; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001826898,0.00033821,0.0005725666,0.0003002351,0.0001224398,0.00007357555,0.0002172379,0.0003419303,0.0001178026],"category_scores_gemma":[0.000002220871,0.0003130933,0.00002747708,0.0002665639,0.00003599966,0.0001422472,0.00006237339,0.0007507248,0.000007229558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001004969,"about_ca_system_score_gemma":0.00008961339,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9867227,"about_ca_topic_score_gemma":0.9541736,"domain_scores_codex":[0.9977283,0.0002716731,0.000583399,0.000642552,0.0002433951,0.000530605],"domain_scores_gemma":[0.9990838,0.0002805301,0.0002980067,0.0002674315,0.00001686608,0.00005335483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000394136,0.00002598945,0.8443832,0.001304359,0.00002099155,0.0001462909,0.001124122,1.068722e-7,3.846858e-8,0.00003516056,0.1518698,0.001050458],"study_design_scores_gemma":[0.001480954,0.00003639248,0.8518876,0.00007342773,0.00003105557,0.00001305382,0.0006037002,0.00001250762,1.552929e-7,0.0003976176,0.1451186,0.0003448882],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8770491,0.005037329,1.581447e-7,0.1154225,0.001072508,0.0004217644,0.00006460534,0.00001698078,0.0009150761],"genre_scores_gemma":[0.4985263,0.0002973266,0.00003162389,0.4983803,0.001616738,0.0001115057,0.000163502,0.00004249117,0.0008302642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3829578,"threshold_uncertainty_score":0.9999321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02750544903952922,"score_gpt":0.3130036806364253,"score_spread":0.285498231596896,"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."}}