{"id":"W4404581806","doi":"10.1016/b978-0-443-13825-6.00129-1","title":"Male oncoinfertility","year":2024,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Victoria Hospital; McGill University","funders":"","keywords":"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":[0.00009745252,0.0004492444,0.0002285385,0.0005807368,0.0005644041,0.0007611731,0.0003018766,0.0005329779,0.1732421],"category_scores_gemma":[0.0001687134,0.0001333481,0.0001750285,0.0004224157,0.0002973305,0.0005018481,0.0008910639,0.0008263466,0.05317464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002437708,"about_ca_system_score_gemma":0.0003078399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00130562,"about_ca_topic_score_gemma":0.005194523,"domain_scores_codex":[0.9999497,0.000007770643,0.000001841665,0.000007527006,0.00002307584,0.00001011792],"domain_scores_gemma":[0.9999701,0.000009527135,0.000002272469,0.000004194792,0.00000562213,0.000008346082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003809159,0.00005878775,0.0004369695,0.000164947,0.000005021944,0.0006783781,0.0001703876,0.0001118535,0.001056129,0.03145559,0.2954657,0.6703581],"study_design_scores_gemma":[0.000002045471,0.00001681806,0.000587566,0.0001031303,0.000001845962,0.000818098,0.00003073576,0.00002451161,0.0001210987,0.00175943,0.9965326,0.00000210728],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001119718,0.01611428,0.0006161093,0.0007261987,0.001333263,0.00001628334,0.00009071922,0.00009925849,0.9798841],"genre_scores_gemma":[0.003383128,0.007164596,0.0003532387,0.0004055468,0.0003928951,0.00001135405,0.00007398089,0.0000279068,0.9881874],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1732421,"threshold_uncertainty_score":0.5795527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0202084402064556,"score_gpt":0.2565089333530325,"score_spread":0.2363004931465769,"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."}}