{"id":"W2528209198","doi":"10.1503/cjs.001616","title":"GPs with enhanced surgical skills: a questionable solution for remote surgical services","year":2016,"lang":"en","type":"letter","venue":"Canadian Journal of Surgery","topic":"Hernia repair and management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Global Positioning System; Surgical procedures; Surgery; Telecommunications","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.008805211,0.0006060931,0.001161627,0.0005769474,0.008357272,0.00477665,0.002632037,0.05806861,0.009544233],"category_scores_gemma":[0.05508699,0.0008144827,0.001178302,0.0007961501,0.008437281,0.00775931,0.003566257,0.06682273,0.004942622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01073424,"about_ca_system_score_gemma":0.01785506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04869582,"about_ca_topic_score_gemma":0.09929296,"domain_scores_codex":[0.9912654,0.002724358,0.0009011608,0.0008115179,0.0028091,0.001488468],"domain_scores_gemma":[0.9655672,0.01485782,0.002560514,0.000896815,0.006786923,0.009330809],"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":[0.00003060959,0.00002383079,0.0007191133,0.00006428352,0.00001073382,0.001231591,0.0005587657,0.00003730716,0.0001044594,0.003275181,0.9856192,0.008324865],"study_design_scores_gemma":[0.0001367299,0.0001285438,0.00178353,0.0008835645,0.00003071095,0.003088632,0.004473361,0.0002867583,0.0002174756,0.01232102,0.9765062,0.0001435323],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001224241,0.0003040323,0.00001985942,0.9970964,0.002034388,0.000001779972,0.000007248597,0.000004616827,0.0004091983],"genre_scores_gemma":[0.002540518,0.0005391776,0.00009504062,0.9905205,0.005005453,0.000008051317,0.000009155745,0.00000840579,0.001273755],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05806861,"threshold_uncertainty_score":0.09682471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01755424683264499,"score_gpt":0.2468010676445305,"score_spread":0.2292468208118855,"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."}}