{"id":"W2106429976","doi":"10.1093/humrep/dem016","title":"The relationship between human sperm apoptosis, morphology and the sperm deformity index","year":2007,"lang":"en","type":"article","venue":"Human Reproduction","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":146,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vale (Canada)","funders":"Baxter Healthcare Corporation; Cleveland Clinic","keywords":"Sperm; Andrology; Apoptosis; Index (typography); Morphology (biology); Deformity; Biology; Semen; Sperm cell; Medicine; Zoology; Genetics; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005004234,0.0001636241,0.0002120962,0.0008078645,0.0001260549,0.000351239,0.0001464409,0.0002581558,0.002273623],"category_scores_gemma":[0.001976773,0.00009549456,0.0001355565,0.0004196991,0.0002038627,0.0002312587,0.0002301033,0.0002903274,0.000275879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002424759,"about_ca_system_score_gemma":0.0001503118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002610997,"about_ca_topic_score_gemma":0.00022323,"domain_scores_codex":[0.9997465,0.00005228322,0.00003594877,0.00005652516,0.00008700679,0.00002171343],"domain_scores_gemma":[0.9988925,0.0002947573,0.0004777316,0.00004610651,0.0001850633,0.0001038995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001537714,0.0001226195,0.9111804,0.000146526,0.0001500146,0.0004002502,0.00009492692,0.0003710574,0.0568977,0.000136948,0.0001867624,0.02877524],"study_design_scores_gemma":[0.00002443741,0.001097211,0.9742607,0.00001296652,0.00008326857,0.004062335,0.00006797544,0.0008501263,0.01850773,0.00012775,0.0008968562,0.000008714225],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950402,0.002631714,0.001355316,0.00005696731,0.00001070617,0.00002121611,0.0002187776,0.00001574607,0.0006494487],"genre_scores_gemma":[0.9984127,0.0003839149,0.0005466904,0.00002291785,0.00001651816,0.00001022561,0.0002433631,0.000002225558,0.000361333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002273623,"threshold_uncertainty_score":0.00760603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05102628586257973,"score_gpt":0.3139522938157789,"score_spread":0.2629260079531991,"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."}}