{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002337447,0.0001338424,0.000189539,0.00008990336,0.001204435,0.00003751088,0.00006946587,0.000122548,0.00003150301],"category_scores_gemma":[0.0009672342,0.00007742787,0.00007689917,0.0002036924,0.0005471809,0.00008657615,0.00004157552,0.0004153014,0.00002262454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008627238,"about_ca_system_score_gemma":0.00001686232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001834296,"about_ca_topic_score_gemma":0.00007839683,"domain_scores_codex":[0.9986684,0.00009080912,0.0003447576,0.0004209054,0.0002381883,0.0002368982],"domain_scores_gemma":[0.9986702,0.0002803916,0.0001432579,0.0007317434,0.0001052292,0.00006913371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001461528,0.00003192416,0.9673099,0.00001802389,0.00004180006,0.000002691808,0.0002863192,0.000001265585,0.002173389,0.02369715,0.000346969,0.005944428],"study_design_scores_gemma":[0.001366493,0.000112857,0.9843843,0.00001579476,0.0001613742,0.0002923896,0.0002170665,0.000002705652,0.002991926,0.00814556,0.002220563,0.00008896033],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931111,0.0003348876,0.0003237121,0.002151935,0.0003792201,0.00054321,5.46226e-7,0.00009833666,0.003057086],"genre_scores_gemma":[0.9960189,0.00001660632,0.00003398626,0.0000841233,0.002123976,0.0000146211,0.00004152107,0.00001935668,0.001646946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01707443,"threshold_uncertainty_score":0.9263664,"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."}}