{"id":"W2517262776","doi":"10.1002/pds.4083","title":"The appropriateness and persistence of testosterone replacement therapy in Ontario","year":2016,"lang":"en","type":"article","venue":"Pharmacoepidemiology and Drug Safety","topic":"Hormonal and reproductive studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; St. Michael's Hospital; Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Discontinuation; Medical prescription; Concordance; Reimbursement; Cohort; Retrospective cohort study; Testosterone replacement; Persistence (discontinuity); Testosterone (patch); Internal medicine; Pediatrics; Health care; Androgen; Pharmacology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0005134661,0.0001300539,0.0002655126,0.0007172785,0.001353478,0.0007817601,0.0007977077,0.0002747649,0.001283755],"category_scores_gemma":[0.002920824,0.0002361552,0.0003767772,0.002093667,0.0005206239,0.000252397,0.0005206892,0.0002992988,0.0001168429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01727766,"about_ca_system_score_gemma":0.01556367,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9744005,"about_ca_topic_score_gemma":0.981741,"domain_scores_codex":[0.9989486,0.00007394154,0.00008454518,0.0001373603,0.0005139356,0.0002415878],"domain_scores_gemma":[0.9965005,0.0002333644,0.001769941,0.00009558158,0.0008852325,0.0005154693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004300569,0.0000127088,0.9958555,0.00002468309,0.00002215973,0.00009095149,0.000709846,0.00005942737,0.0001656222,0.00003118132,0.0003494946,0.002635447],"study_design_scores_gemma":[0.000003369972,0.00001377106,0.9989142,0.00001213752,0.000006615525,0.00005105673,0.0002981089,0.0001156922,0.00002815297,0.000005437922,0.0005483323,0.000003102063],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996002,0.0005514298,0.00007356703,0.0003391702,0.000006076948,0.00002264884,0.001624625,0.000006744593,0.001373781],"genre_scores_gemma":[0.998786,0.0002179571,0.00006607284,0.00005768413,0.000004769241,0.000007108243,0.0004824434,0.00000214076,0.0003758084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02559948,"threshold_uncertainty_score":0.1253588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05581835634343219,"score_gpt":0.3069299070855351,"score_spread":0.2511115507421029,"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."}}