{"id":"W1984637823","doi":"10.1007/s11695-014-1343-6","title":"Preceptorship and Proctorship as an Effective Way to Learn Laparoscopic Sleeve Gastrectomy","year":2014,"lang":"en","type":"article","venue":"Obesity Surgery","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre de Santé et de Services Sociaux de Chicoutimi; Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Sleeve gastrectomy; Surgery; General surgery; Weight loss; Laparoscopy; Gastric bypass; Obesity","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001358942,0.0002938507,0.0003105015,0.0007255106,0.0009773313,0.001013332,0.0006134421,0.0007165331,0.01148531],"category_scores_gemma":[0.005814295,0.0002037916,0.0004273676,0.0003188906,0.0003207707,0.001369366,0.001843933,0.001963621,0.001567477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003949307,"about_ca_system_score_gemma":0.002624541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000427295,"about_ca_topic_score_gemma":0.002523725,"domain_scores_codex":[0.9990726,0.00031138,0.00004238763,0.00009018252,0.0002636292,0.0002197445],"domain_scores_gemma":[0.9955809,0.000745526,0.0003951189,0.0001494237,0.0002477548,0.002881274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005588378,0.01464482,0.04111282,0.0005300743,0.00007307366,0.0005431789,0.002232444,0.0003669787,0.001253327,0.001215134,0.03967405,0.8977952],"study_design_scores_gemma":[0.003823174,0.02759124,0.679399,0.003895793,0.0006424942,0.008817021,0.02485155,0.003830478,0.007490916,0.01583475,0.2234372,0.0003863734],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9095252,0.005749126,0.005103442,0.01891651,0.003073667,0.000539396,0.0001807937,0.000510761,0.05640114],"genre_scores_gemma":[0.9400343,0.005539914,0.02436153,0.00551574,0.001675186,0.0005112595,0.0003561343,0.00006546969,0.02194038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01148531,"threshold_uncertainty_score":0.03842217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01471530000810573,"score_gpt":0.2622937370424064,"score_spread":0.2475784370343007,"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."}}