{"id":"W4248137839","doi":"10.5489/cuaj.900","title":"Vasectomy update 2010","year":2013,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Male Reproductive Health Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Vasectomy; Computer science; Medicine; Family planning; Environmental health; Population; Research methodology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0008616393,0.0007316613,0.0008022258,0.005082653,0.0005327935,0.00191444,0.001031375,0.001218604,0.06891315],"category_scores_gemma":[0.003290878,0.0003407123,0.0008261899,0.00333813,0.0002661387,0.001186784,0.001072634,0.001472166,0.02987331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001684631,"about_ca_system_score_gemma":0.003115915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01646687,"about_ca_topic_score_gemma":0.04950691,"domain_scores_codex":[0.9993234,0.00005913515,0.00009834614,0.00005667383,0.0003435116,0.0001189121],"domain_scores_gemma":[0.9981315,0.0003024017,0.0002389581,0.00005079698,0.0008925191,0.0003838695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001054554,0.0000300545,0.000917985,0.0005656966,0.00002022904,0.000150718,0.000009187316,0.00009982144,0.0001035178,0.0002923447,0.8120181,0.1856869],"study_design_scores_gemma":[0.00003447448,0.000027447,0.005558874,0.0008700216,0.00004635236,0.0008723412,0.00003032531,0.0000551533,0.0001002693,0.0001545517,0.9922391,0.00001109035],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004961818,0.4992567,0.001852464,0.0457955,0.08801284,0.0002085514,0.0488346,0.001330186,0.3097473],"genre_scores_gemma":[0.02417467,0.456918,0.003897473,0.02484429,0.04460316,0.0003023612,0.09292601,0.0004907054,0.3518433],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.06891315,"threshold_uncertainty_score":0.2305374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04387362698967745,"score_gpt":0.3423335279824192,"score_spread":0.2984599009927418,"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."}}