{"id":"W2157166469","doi":"10.1503/cjs.013613","title":"Single incision laparoscopic surgery in Canadian children","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Minimally Invasive Surgical Techniques","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Cosmesis; General surgery; Pediatric surgery; Surgery; Visibility; Laparoscopic surgery; Invasive surgery; Laparoscopy","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":[0.0008549686,0.0002491059,0.000345583,0.0009668861,0.002940437,0.000880355,0.0007532254,0.001001992,0.007195079],"category_scores_gemma":[0.002993471,0.0001465366,0.0004169917,0.001777731,0.00131454,0.0004764586,0.0006649186,0.001673271,0.0004127235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01909359,"about_ca_system_score_gemma":0.04940735,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8729231,"about_ca_topic_score_gemma":0.9597771,"domain_scores_codex":[0.9989868,0.00008305491,0.00006447065,0.0001055609,0.000481857,0.0002783885],"domain_scores_gemma":[0.9979406,0.0002344799,0.000269584,0.00002860445,0.0009571218,0.0005696273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002293535,0.0001149004,0.1339383,0.002963063,0.0001068237,0.02834628,0.01006933,0.000480411,0.001931804,0.03621907,0.5020549,0.2835457],"study_design_scores_gemma":[0.00007249085,0.0001378627,0.1505983,0.003974408,0.0001072865,0.04322375,0.01115079,0.0002370764,0.0006037661,0.001439923,0.7883455,0.0001088864],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2648092,0.2242299,0.001454529,0.2669272,0.01320019,0.0001627569,0.002317711,0.00009961421,0.2267989],"genre_scores_gemma":[0.7029649,0.2197465,0.003156745,0.04106938,0.004792021,0.00006989605,0.0008468056,0.00009011101,0.02726369],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1270769,"threshold_uncertainty_score":0.2556505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04136120153721631,"score_gpt":0.2553498713774088,"score_spread":0.2139886698401925,"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."}}