{"id":"W2081473555","doi":"10.2164/jandrol.108.006379","title":"Postmortem Sperm Retrieval: The Canadian Perspective","year":2009,"lang":"en","type":"article","venue":"Journal of Andrology","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre; Mount Sinai Hospital","funders":"","keywords":"Sperm Retrieval; Accidental; Sperm; Perspective (graphical); Medicine; Biology; Male infertility; Andrology; Computer science; Artificial intelligence; Infertility; Pregnancy; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0004259361,0.00006398083,0.0002271875,0.0001910855,0.0001090394,0.000007198281,0.0001062652,0.000117355,0.00004130904],"category_scores_gemma":[0.0007187616,0.00003551847,0.0000764701,0.0001708664,0.0001275517,0.00004047048,0.000005586498,0.0005304801,0.000009209869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002207306,"about_ca_system_score_gemma":0.0007192756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002477974,"about_ca_topic_score_gemma":0.002524633,"domain_scores_codex":[0.9993036,0.00003292201,0.0002152196,0.00009552469,0.0001307965,0.0002218828],"domain_scores_gemma":[0.9990412,0.00003165962,0.000145233,0.0001867891,0.0004365092,0.0001586232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.02200081,0.001503878,0.3025313,0.00009976295,0.0016938,0.02003846,0.01424143,0.00004888956,0.02882762,0.310041,0.1988247,0.1001483],"study_design_scores_gemma":[0.001820274,0.009773513,0.8479982,0.00003096205,0.0001468387,0.02263166,0.001553403,0.000011604,0.002733885,0.05200165,0.0611873,0.000110674],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7187805,0.002519785,0.000005773722,0.2640941,0.0002590632,0.0001220907,7.174561e-7,0.0000121858,0.01420583],"genre_scores_gemma":[0.9937196,0.0002517898,0.0001555477,0.005315681,0.0004185453,1.504193e-7,2.433586e-7,0.000003791674,0.0001346618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5454669,"threshold_uncertainty_score":0.3745972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02159370953643202,"score_gpt":0.3271558842476007,"score_spread":0.3055621747111687,"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."}}