{"id":"W4210721697","doi":"10.5489/cuaj.7734","title":"Practice-changing publications: Male infertility","year":2022,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Infertility; Male infertility; Gynecology; Medicine; Political science; Family medicine; Biology; Pregnancy; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01639901,0.0004488993,0.0005894599,0.01376658,0.005200539,0.01087093,0.002063796,0.005557238,0.03875687],"category_scores_gemma":[0.1252315,0.0004225832,0.0006693274,0.01841498,0.003954417,0.006785791,0.004375163,0.004265279,0.003741299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01433899,"about_ca_system_score_gemma":0.0474636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06596572,"about_ca_topic_score_gemma":0.1380045,"domain_scores_codex":[0.9825104,0.005190656,0.002122513,0.001620754,0.00635185,0.002203743],"domain_scores_gemma":[0.741479,0.07598256,0.04104798,0.006919102,0.06757372,0.06699765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001567062,0.0001389654,0.04770463,0.002143535,0.00005402689,0.001166928,0.004818199,0.00009059189,0.0003253637,0.01494746,0.7204703,0.2079833],"study_design_scores_gemma":[0.00006007379,0.00005801717,0.05508164,0.004950682,0.00006116022,0.00205781,0.009479716,0.0001737868,0.0001783401,0.004105681,0.9237396,0.00005356594],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.0228501,0.07015134,0.000607289,0.7741312,0.03338196,0.0001192846,0.002538657,0.000310362,0.09590979],"genre_scores_gemma":[0.3974771,0.1573105,0.004802819,0.2807532,0.07891826,0.0003553281,0.004858041,0.0008347169,0.07469007],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.06596572,"threshold_uncertainty_score":0.1311635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02823890856681888,"score_gpt":0.2887000803051379,"score_spread":0.260461171738319,"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."}}