{"id":"W3156284726","doi":"10.46747/cfp.6704248","title":"Male factor infertility","year":2021,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Fertility; Infertility; Medicine; Primary care; Intervention (counseling); Gynecology; Family medicine; Pregnancy; Population; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002050747,0.00009786049,0.0001531163,0.00005889946,0.00007362253,0.00002007129,0.00003377818,0.00006123775,0.0001232169],"category_scores_gemma":[0.00004209536,0.0001003542,0.00008436786,0.0002337295,0.00003211579,0.00005410355,0.000008283019,0.0001220057,0.0004362495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002105639,"about_ca_system_score_gemma":0.000893578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005200293,"about_ca_topic_score_gemma":0.007542218,"domain_scores_codex":[0.9992962,0.00001700916,0.00009606432,0.0002095758,0.0001156831,0.0002654209],"domain_scores_gemma":[0.999078,0.00001460398,0.00001597939,0.0003123396,0.0001327218,0.0004463586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000681114,0.0004977937,0.3480045,0.0002561746,0.0004189069,0.004518837,0.0003306718,0.00001202228,0.2411107,0.003988635,0.1132952,0.2874984],"study_design_scores_gemma":[0.0003593289,0.00004018388,0.8369907,0.00003341041,0.00004390502,0.00002024455,0.0001656966,0.00005416836,0.003367676,0.00014321,0.1586569,0.0001246191],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7262565,0.0004874742,0.00003843936,0.0005661848,0.0003183119,0.0001040874,0.00004344419,0.00003866633,0.2721469],"genre_scores_gemma":[0.9336452,0.000004577195,0.00009071427,0.06431838,0.0002520302,0.000005699366,0.0001042987,0.00001580858,0.001563327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4889862,"threshold_uncertainty_score":0.7861322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02468670106890095,"score_gpt":0.2365961339480359,"score_spread":0.2119094328791349,"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."}}