{"id":"W4206701016","doi":"10.1038/s41443-021-00509-5","title":"Testosterone therapy and secondary erythrocytosis","year":2022,"lang":"en","type":"review","venue":"International Journal of Impotence Research","topic":"Hormonal and reproductive studies","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Dalhousie University","funders":"","keywords":"Medicine; Phlebotomy; Adverse effect; Mace; Secondary prevention; Intensive care medicine; Hematocrit; Internal medicine; Psychological intervention","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":[],"consensus_categories":[],"category_scores_codex":[0.002161379,0.0002041018,0.00108036,0.0009299554,0.0001531262,0.00005720289,0.0005024961,0.00009188121,0.0005460168],"category_scores_gemma":[0.0008080449,0.0001266528,0.0003590829,0.0003243661,0.0003695601,0.0001375994,0.0004766115,0.002027229,0.00001438828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000372279,"about_ca_system_score_gemma":0.00120474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001907304,"about_ca_topic_score_gemma":8.223333e-7,"domain_scores_codex":[0.9964677,0.0003067342,0.0006851784,0.0002954584,0.001984364,0.0002605492],"domain_scores_gemma":[0.9974148,0.0006696339,0.0003712255,0.0001825986,0.001201693,0.00016008],"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":[0.0001621401,0.0001430563,0.00004152187,0.0007049923,0.001132706,0.0007955946,0.0001610169,5.005681e-8,0.00002937223,0.00003205092,0.001076348,0.9957212],"study_design_scores_gemma":[0.0004882845,0.001028518,0.0003873791,0.002864905,0.00008861288,0.006454412,0.0003407324,3.356839e-7,0.00001321598,0.0001785811,0.988049,0.0001059928],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006685125,0.9953772,0.000002683007,0.001550836,0.00049673,0.0003153734,0.00002654547,0.000005334944,0.001556742],"genre_scores_gemma":[0.0003981002,0.9973533,0.0002339571,0.00004763847,0.001292079,0.00002657664,0.00001007191,0.00002968317,0.0006086353],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9956152,"threshold_uncertainty_score":0.8807416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3497960036110907,"score_gpt":0.4997897520777896,"score_spread":0.1499937484666989,"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."}}