{"id":"W1977138828","doi":"10.4103/0189-6725.115035","title":"Paediatric laparoscopic orchidopexy as a novel mentorship: Training model","year":2013,"lang":"en","type":"article","venue":"African Journal of Paediatric Surgery","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation","funders":"","keywords":"Medicine; Mentorship; Laparoscopy; General surgery; Pediatric Surgeon; Pediatric surgery; Surgery; Medical education","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":[0.001278744,0.0002916152,0.0001054758,0.0002905661,0.0006865766,0.0009280178,0.0009810869,0.0004319649,0.004796305],"category_scores_gemma":[0.001297752,0.0001162038,0.000317592,0.0001863819,0.0005524697,0.0005218431,0.002041065,0.0007268158,0.0007898487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007158881,"about_ca_system_score_gemma":0.002160441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006983638,"about_ca_topic_score_gemma":0.002176238,"domain_scores_codex":[0.999265,0.0003565584,0.00001632335,0.00007962945,0.0001248541,0.0001576472],"domain_scores_gemma":[0.9983913,0.0001651938,0.0001935648,0.00008861111,0.0001041795,0.001057208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002026198,0.02404942,0.2575069,0.001821103,0.0001712919,0.007339061,0.02605991,0.00971571,0.02993196,0.0186082,0.03231716,0.590453],"study_design_scores_gemma":[0.001323664,0.05911196,0.4404797,0.002285364,0.0003694699,0.02269509,0.02923211,0.02780179,0.02893379,0.01000277,0.3774546,0.0003096974],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9680703,0.0008630899,0.01019541,0.002337496,0.0002532574,0.000496419,0.0001646796,0.0001144373,0.01750495],"genre_scores_gemma":[0.955691,0.001626154,0.02440365,0.0005793794,0.0001703838,0.0004994475,0.0002453707,0.00001880175,0.01676581],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.004796305,"threshold_uncertainty_score":0.01604521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05627762990457735,"score_gpt":0.2805414353690127,"score_spread":0.2242638054644353,"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."}}