{"id":"W2121937091","doi":"10.1016/j.jval.2013.03.878","title":"Utilization trends of various formulations of testosterone: An analysis of the ramq database","year":2013,"lang":"en","type":"article","venue":"Value in Health","topic":"Hormonal and reproductive studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Abbott (Canada); Université de Montréal","funders":"","keywords":"Testosterone (patch); Testosterone replacement; Medicine; Incidence (geometry); Reimbursement; Androgen; Internal medicine; Database; Pediatrics; Hormone; Mathematics; Health care; Computer science","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":[0.001330876,0.0001799866,0.0005866717,0.002841725,0.0001903253,0.0007022497,0.0005309018,0.0003498924,0.001530385],"category_scores_gemma":[0.00480908,0.0001910498,0.0009351536,0.006749415,0.0001602693,0.0005726964,0.0004553704,0.0003792721,0.0004076038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008021092,"about_ca_system_score_gemma":0.0007147613,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02655226,"about_ca_topic_score_gemma":0.0216173,"domain_scores_codex":[0.9985198,0.0003499347,0.0003516412,0.0003380348,0.0003279682,0.0001126538],"domain_scores_gemma":[0.9945763,0.001772083,0.002356702,0.0003191178,0.00078937,0.0001864144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007288745,0.00004167446,0.986578,0.0001691256,0.0004327609,0.00005892383,0.0001124437,0.0001773191,0.0002023986,0.0001164738,0.001783529,0.009598504],"study_design_scores_gemma":[0.00002472881,0.0000715487,0.9962474,0.00003995958,0.0001704559,0.0002145188,0.0002470735,0.0004107617,0.0001652749,0.00002145493,0.00237841,0.000008499955],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9368034,0.0046484,0.0001669201,0.0001844676,0.00000895715,0.00002393524,0.05654059,0.00002843519,0.001594928],"genre_scores_gemma":[0.9584596,0.002608367,0.0004531902,0.0001818212,0.00002404483,0.00004884,0.03768549,0.0000231933,0.0005154306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9734477,"threshold_uncertainty_score":0.05279541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1019491007159428,"score_gpt":0.361114729947429,"score_spread":0.2591656292314862,"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."}}