{"id":"W4387163949","doi":"10.24908/qap.v1i1.16388","title":"New Male Contraceptive Breakthrough: Promising Results in Mice Trials","year":2023,"lang":"en","type":"article","venue":"Qapsule Queen s Undergraduate Health Sciences Journal","topic":"Animal testing and alternatives","field":"Veterinary","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Male contraceptive; Medicine; Research methodology; Population; Family planning; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004351634,0.0009942164,0.001596354,0.0008426062,0.000566177,0.002272116,0.0009718238,0.002402396,0.04170553],"category_scores_gemma":[0.007410425,0.0003659525,0.002220713,0.000756788,0.0008285531,0.001845258,0.000645716,0.005506182,0.007856343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008419501,"about_ca_system_score_gemma":0.001519436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001765137,"about_ca_topic_score_gemma":0.005614472,"domain_scores_codex":[0.9986432,0.0005744071,0.00009663693,0.0001361753,0.0003889434,0.0001606009],"domain_scores_gemma":[0.9972017,0.001236158,0.0003056676,0.0001907687,0.0005074751,0.00055829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01445127,0.004010212,0.001609138,0.006051775,0.001257133,0.0008025457,0.000247543,0.0009098065,0.00736984,0.005936376,0.1829092,0.7744452],"study_design_scores_gemma":[0.0263169,0.04096889,0.008345843,0.006540365,0.001583586,0.002455863,0.0003551407,0.00105527,0.005953367,0.01149636,0.8947847,0.0001437847],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04886557,0.7024877,0.009661873,0.07521564,0.01438436,0.003727073,0.0159129,0.001553468,0.1281915],"genre_scores_gemma":[0.2554931,0.5334113,0.01948119,0.08958588,0.007590367,0.003381481,0.01636423,0.0008783196,0.07381414],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04170553,"threshold_uncertainty_score":0.1395189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3328624894022075,"score_gpt":0.4887967113592362,"score_spread":0.1559342219570288,"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."}}