{"id":"W2409339440","doi":"10.7759/cureus.632","title":"Development of a Sustainable Simulator and Simulation Program for Laparoscopic Skills Training in Haiti","year":2016,"lang":"en","type":"article","venue":"Cureus","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Memorial University of Newfoundland; University of Toronto","keywords":"Medicine; Trainer; Curriculum; Training (meteorology); Laparoscopic surgery; Medical education; Laparoscopy; Medical physics; Simulation; Surgery; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002094343,0.00007641179,0.0002054514,0.00006023599,0.00003591515,0.00000672333,0.00002213025,0.00006056448,0.00004503636],"category_scores_gemma":[0.0003696758,0.00005304737,0.00002703466,0.00009694775,0.00003292393,0.00007532153,0.00001419147,0.00002937397,9.371464e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006058545,"about_ca_system_score_gemma":0.0001148211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002196737,"about_ca_topic_score_gemma":0.000008605053,"domain_scores_codex":[0.9992781,0.00001008337,0.0002566952,0.0001473087,0.00009899055,0.0002088065],"domain_scores_gemma":[0.9993929,0.0003181196,0.00005425487,0.00007182069,0.00008728409,0.00007568262],"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":[0.0004521364,0.0005130055,0.04149815,0.0003543838,0.00008012768,0.00001922189,0.01243732,0.002292695,0.00106524,0.006096114,0.000006278447,0.9351853],"study_design_scores_gemma":[0.07919402,0.001741023,0.3555949,0.00210804,0.0001550454,0.000008243866,0.01242757,0.1042495,0.01049763,0.004779939,0.4283064,0.0009377018],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961296,0.00007205208,0.001981535,0.00007182613,0.00002879082,0.0007953448,0.000001317918,0.00004319804,0.0008762819],"genre_scores_gemma":[0.9927795,0.00000223387,0.006621518,0.00003973541,0.00002985298,0.00006190401,0.000005703461,0.00001103973,0.0004485289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9342476,"threshold_uncertainty_score":0.2163209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03653197581073376,"score_gpt":0.3483170606036821,"score_spread":0.3117850847929484,"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."}}