{"id":"W2973059207","doi":"","title":"Reasons for not completing postvasectomy semen analysis.","year":2019,"lang":"en","type":"article","venue":"PubMed","topic":"Male Reproductive Health Studies","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Saskatoon City Hospital; Saskatchewan Health Authority","funders":"","keywords":"Vasectomy; Medicine; Feeling; Family medicine; Family planning; Pediatrics; Gynecology; Population; Research methodology; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002659521,0.0001599923,0.0005622657,0.0002221272,0.0006774847,0.00000680454,0.0001645485,0.00009531633,0.0002710939],"category_scores_gemma":[0.001295803,0.0001407523,0.0001650178,0.0005924078,0.00003432963,0.0000701079,0.000161296,0.0003138592,0.0002414004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002172925,"about_ca_system_score_gemma":0.00008511609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003175729,"about_ca_topic_score_gemma":0.0002439575,"domain_scores_codex":[0.9972454,0.0003590557,0.0005284651,0.000565976,0.0002403047,0.001060832],"domain_scores_gemma":[0.9970875,0.001482185,0.0003206033,0.0005784033,0.0003560222,0.000175237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001561446,0.00004500897,0.9747496,0.0007545908,0.0006475346,6.113681e-7,0.0008106211,0.00001442253,0.00002879168,0.002407918,0.01422668,0.006158104],"study_design_scores_gemma":[0.0006755248,0.00001423314,0.8342847,0.00001350344,0.0001888915,2.142692e-7,0.0005865466,0.00007065846,0.00001562156,0.0000698667,0.163952,0.0001283295],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9070832,0.0003797188,0.0005891948,0.0182794,0.001464279,0.01423219,0.0002191005,0.000321646,0.05743122],"genre_scores_gemma":[0.9673542,0.0000206171,0.0006867791,0.002302873,0.0005855928,0.01239607,0.00005112825,0.00003170346,0.01657105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1497253,"threshold_uncertainty_score":0.5739712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1456971309632392,"score_gpt":0.4176492788898244,"score_spread":0.2719521479265852,"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."}}