{"id":"W4283724670","doi":"10.1093/humrep/deac106.045","title":"O-263 Sperm parameters in cancer patients: the role of cancer and cancer diagnoses","year":2022,"lang":"en","type":"article","venue":"Human Reproduction","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Sperm; Cancer; Testicular cancer; Medicine; Fertility preservation; Semen quality; Semen; Fertility; Sperm bank; Internal medicine; Semen analysis; Sperm motility; Oncology; Gynecology; Biology; Infertility; Andrology; Population; Pregnancy","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":[0.0001486316,0.00007843227,0.0001361343,0.00007908359,0.0001398512,0.00000571088,0.0000347575,0.00002003115,0.000353887],"category_scores_gemma":[0.00007777774,0.00006016015,0.00003119311,0.0002044606,0.00007012379,0.00004306491,0.00003853916,0.000153443,5.559291e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001785469,"about_ca_system_score_gemma":0.00004703535,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01404051,"about_ca_topic_score_gemma":0.0009290915,"domain_scores_codex":[0.9991607,0.00004030841,0.0001707653,0.0003164663,0.0002014236,0.0001103434],"domain_scores_gemma":[0.9995479,0.00001919678,0.00009938992,0.0002423242,0.00006758051,0.00002362708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008694964,0.0002214829,0.9312612,0.0000424641,0.0000403704,0.000001448297,0.001026255,0.0007739656,0.00569151,0.00005507288,0.000443926,0.06035532],"study_design_scores_gemma":[0.0008136248,0.0002506122,0.9619225,0.00005773552,0.0001335623,0.000006162209,0.000783647,0.00006284361,0.01798623,0.0002522959,0.01763801,0.00009272249],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987763,0.01035834,2.98002e-7,0.0007167807,0.0005703732,0.0004028806,0.00001191144,0.00001935287,0.0001570586],"genre_scores_gemma":[0.9977363,0.000972989,0.000007924318,0.0001394009,0.0002494752,0.000516245,0.00001758608,0.00001339764,0.0003466648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0602626,"threshold_uncertainty_score":0.9925251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02159529381914478,"score_gpt":0.2885134860024403,"score_spread":0.2669181921832955,"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."}}