{"id":"W4406522193","doi":"10.1016/j.yvas.2014.05.003","title":"10.1016/j.yvas.2014.05.003","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Confidence interval; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005989362,0.001085499,0.0004963379,0.001510063,0.0008361509,0.002248137,0.0009188,0.003044794,0.9088608],"category_scores_gemma":[0.001450519,0.0004070643,0.0005682449,0.0006657984,0.0007154967,0.002248869,0.00120928,0.001358023,0.8444591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007702601,"about_ca_system_score_gemma":0.001097003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002142274,"about_ca_topic_score_gemma":0.002058901,"domain_scores_codex":[0.9996849,0.0000292164,0.00002985733,0.00008486042,0.00008934885,0.00008167161],"domain_scores_gemma":[0.9989102,0.0001908044,0.0001340146,0.00004927733,0.0002109405,0.0005048694],"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":[0.0003347122,0.0004352939,0.007073054,0.0005659995,0.00004475586,0.000506072,0.0001354993,0.0002605134,0.0008196615,0.003888008,0.2179345,0.7680021],"study_design_scores_gemma":[0.000100824,0.0002315179,0.009174885,0.001400378,0.0000608735,0.005525146,0.0004468308,0.0004629566,0.0006583863,0.004179849,0.9777198,0.00003861883],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007930458,0.01217578,0.002952253,0.0062472,0.002026256,0.0001026615,0.001814544,0.001787483,0.9649633],"genre_scores_gemma":[0.02310449,0.006173878,0.002594658,0.002066049,0.0009248835,0.0001111443,0.001522973,0.0003615575,0.9631404],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0911392,"threshold_uncertainty_score":0.1299989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01339462495491378,"score_gpt":0.2254084371677166,"score_spread":0.2120138122128029,"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."}}