{"id":"W3104089438","doi":"10.5489/cuaj.6892","title":"Canadian trends in testosterone therapy","year":2020,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Hormonal and reproductive studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medical prescription; Medicine; Population; Demography; Testosterone replacement; Testosterone (patch); Confounding; Nova scotia; Pharmacoepidemiology; Family medicine; Environmental health; Internal medicine; Geography; Pharmacology; Androgen","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001026527,0.0004044624,0.0004859049,0.004845697,0.002361189,0.002001103,0.001262536,0.0004972149,0.0148461],"category_scores_gemma":[0.003463614,0.0003334421,0.0008974356,0.01279114,0.0004436352,0.0005157806,0.0007621475,0.001145705,0.002036842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06033304,"about_ca_system_score_gemma":0.09776144,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9965476,"about_ca_topic_score_gemma":0.9968019,"domain_scores_codex":[0.9977774,0.00007431785,0.0001409775,0.0002571222,0.001261802,0.0004884966],"domain_scores_gemma":[0.9935796,0.0002039521,0.0006046913,0.00008812504,0.00456713,0.0009565358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003150576,0.0001045234,0.5787492,0.002031424,0.0003466206,0.0003602674,0.001851608,0.001054176,0.0007605413,0.006903467,0.265536,0.1419871],"study_design_scores_gemma":[0.00003508268,0.0000421703,0.8279459,0.000542291,0.00009617363,0.00027033,0.001059464,0.0008176645,0.0002477624,0.0001866205,0.1687145,0.00004208677],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.2804844,0.05374352,0.00140009,0.03277133,0.001111297,0.0002751078,0.4802031,0.0007329288,0.1492783],"genre_scores_gemma":[0.7926046,0.04429682,0.003759355,0.005679223,0.0003564556,0.0001933848,0.1130713,0.0001666406,0.03987215],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06033304,"threshold_uncertainty_score":0.4377489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03099573026892472,"score_gpt":0.2462441201812425,"score_spread":0.2152483899123178,"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."}}