{"id":"W2957626431","doi":"10.1097/sla.0000000000003091","title":"Comment on “Polypropylene Mesh and Fertility”","year":2018,"lang":"en","type":"letter","venue":"Annals of Surgery","topic":"Hernia repair and management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thornhill Medical (Canada)","funders":"","keywords":"Medicine; Fertility; MEDLINE; General surgery; Environmental health; Law; Population","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001275771,0.0006313075,0.0007070761,0.0005586953,0.003472685,0.001561125,0.001292646,0.02697533,0.009104912],"category_scores_gemma":[0.01082793,0.0005142728,0.0007121905,0.0005000829,0.001962898,0.002723256,0.000826623,0.0193271,0.004670018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002946841,"about_ca_system_score_gemma":0.002689903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01154827,"about_ca_topic_score_gemma":0.01474062,"domain_scores_codex":[0.9988021,0.0003480877,0.0001450032,0.0001644332,0.000316289,0.0002241707],"domain_scores_gemma":[0.9978247,0.001070241,0.000218366,0.00005330497,0.0004313075,0.0004021466],"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":[0.00004079194,0.00001860167,0.0007824629,0.00002526034,0.000005874239,0.004271438,0.0001896854,0.00003538109,0.00006944744,0.001507301,0.9899461,0.003107719],"study_design_scores_gemma":[0.0001564162,0.00009700644,0.00313378,0.0004715608,0.00003784616,0.01190608,0.001305549,0.0003870401,0.0003458048,0.005770135,0.97632,0.00006883728],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007825547,0.001103504,0.00004011522,0.9830702,0.009770527,0.00001019923,0.00005883339,0.00002413905,0.005139924],"genre_scores_gemma":[0.008960027,0.001341761,0.00009599391,0.9580872,0.02338849,0.0000253284,0.00004520024,0.0000221811,0.008033835],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02697533,"threshold_uncertainty_score":0.03045893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2265235295808832,"score_gpt":0.348927498116656,"score_spread":0.1224039685357728,"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."}}