{"id":"W1996207328","doi":"10.2164/jandrol.112.017426","title":"Dr Claude Gagnon","year":2012,"lang":"en","type":"article","venue":"Journal of Andrology","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000224202,0.00003896511,0.0001483445,0.00007311594,0.00001594416,0.000001848135,0.00002034603,0.00006478753,0.0004142215],"category_scores_gemma":[0.0001308347,0.00002667911,0.00006833945,0.0000421623,0.00002225588,0.00006480156,0.000005565303,0.0001574473,0.0000458223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001684038,"about_ca_system_score_gemma":0.00002914704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001785606,"about_ca_topic_score_gemma":3.415056e-7,"domain_scores_codex":[0.9995877,0.00002211318,0.0001525398,0.00002731008,0.00008662619,0.0001237706],"domain_scores_gemma":[0.9996279,0.00003869846,0.00009692989,0.0000534594,0.00007051622,0.0001125363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007167658,0.0004433006,0.930553,0.00002530471,0.0001583257,0.0002655364,0.0002687614,0.000005444727,0.02791391,0.0007692447,0.03026154,0.008618917],"study_design_scores_gemma":[0.002718476,0.002618183,0.8040363,0.00003387829,0.0003491375,0.02533034,0.00005341404,0.00003921468,0.004559978,0.0003861669,0.1598035,0.00007139062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899289,0.001622037,0.0005791467,0.001878658,0.0009490384,0.00002642816,1.424313e-7,0.000005520514,0.005010149],"genre_scores_gemma":[0.9971094,0.00007185035,0.0004159866,0.0009232066,0.001214663,2.460088e-7,7.308145e-7,0.000004663492,0.0002592192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.129542,"threshold_uncertainty_score":0.4535435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02023310364508633,"score_gpt":0.2828030779698875,"score_spread":0.2625699743248012,"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."}}