{"id":"W4416154823","doi":"10.5534/wjmh.250269","title":"Areas of Controversy and Confusion in Male Infertility: A Call for Clarity","year":2025,"lang":"en","type":"article","venue":"The World Journal of Men s Health","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"CLARITY; Confusion; MEDLINE; Alternative medicine","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":[0.001255049,0.00004697037,0.0002849673,0.0001312136,0.00003758556,0.000003499219,0.0000416551,0.00002265884,0.00001970604],"category_scores_gemma":[0.0004988181,0.00002909372,0.00004521765,0.0001263713,0.00004051753,0.00002428551,0.00001754507,0.0001774056,1.496043e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008400655,"about_ca_system_score_gemma":0.0003144407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002470198,"about_ca_topic_score_gemma":0.0004806633,"domain_scores_codex":[0.9993173,0.00007361429,0.0003489206,0.00005175694,0.0001105074,0.00009792281],"domain_scores_gemma":[0.9991267,0.000389251,0.0001912542,0.0001140426,0.0001181262,0.000060592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008351323,0.000605726,0.8998297,0.001176393,0.0001940006,0.00002452321,0.001123496,0.00001467557,0.002936016,0.007287401,0.02455158,0.05390516],"study_design_scores_gemma":[0.006914379,0.0007321282,0.976057,0.0009019712,0.0001092408,0.0001060144,0.0002499673,0.0004298144,0.0003162654,0.003026568,0.01112241,0.00003426919],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9416379,0.003807173,0.0008708636,0.05052548,0.0002109213,0.0006345231,0.00000423358,0.000003900233,0.002304949],"genre_scores_gemma":[0.996811,0.0001987078,0.0003667795,0.001869636,0.00004594534,0.000001876959,0.000001078189,0.000002750095,0.000702277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07622727,"threshold_uncertainty_score":0.1186407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0179504535752001,"score_gpt":0.3275063241361236,"score_spread":0.3095558705609235,"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."}}