{"id":"W2883671003","doi":"10.21037/tau.2018.06.08","title":"The use of assisted reproductive technology before male factor infertility evaluation","year":2018,"lang":"en","type":"article","venue":"Translational Andrology and Urology","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; Mount Sinai Hospital; Western University; London Health Sciences Centre; University of Toronto","funders":"","keywords":"Infertility; Male infertility; Assisted reproductive technology; Medicine; Reproductive medicine; Gynecology; Biology; Pregnancy; Genetics","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":[0.001010853,0.0001221598,0.0002221618,0.0008568194,0.0003214706,0.0005716431,0.000347919,0.0003887802,0.003018921],"category_scores_gemma":[0.008445994,0.0001525824,0.0003709454,0.0009117672,0.0002719474,0.0005655915,0.0003317122,0.0006441005,0.000194731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004071799,"about_ca_system_score_gemma":0.0006534844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004435165,"about_ca_topic_score_gemma":0.005876707,"domain_scores_codex":[0.9989802,0.0002536548,0.000130439,0.000152714,0.0003439393,0.0001390159],"domain_scores_gemma":[0.9943104,0.001944632,0.002935101,0.0001422473,0.0003260243,0.0003416389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004993575,0.00002105254,0.9947291,0.00004304017,0.00003125689,0.0001905083,0.00006263263,0.00003852731,0.00007861909,0.00003196839,0.0001935942,0.004529674],"study_design_scores_gemma":[0.000003333736,0.00006504063,0.9975586,0.00005778548,0.00002143361,0.001459124,0.0001059223,0.0001225738,0.00009761725,0.00001772258,0.0004878832,0.000002892524],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908528,0.005142535,0.0002283975,0.0004475067,0.00004411928,0.00002457725,0.0008656711,0.00001222007,0.002382189],"genre_scores_gemma":[0.9986187,0.0007407127,0.0001229839,0.00007400847,0.00003337739,0.000006301305,0.0002758155,0.000001691465,0.0001263866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004435165,"threshold_uncertainty_score":0.01009929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0969743957730444,"score_gpt":0.3459379303507241,"score_spread":0.2489635345776797,"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."}}