{"id":"W4406455981","doi":"10.1016/s0029-7437(11)70328-7","title":"10.1016/s0029-7437(11)70328-7","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":"Hysterectomy; Medicine; Psychology; Surgery","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":[0.001138379,0.002995924,0.001923732,0.003236868,0.00244229,0.003722418,0.003414305,0.005554011,0.9894823],"category_scores_gemma":[0.001839,0.0009251777,0.001515996,0.002535211,0.00203518,0.004842677,0.00365467,0.002910757,0.9924762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001139508,"about_ca_system_score_gemma":0.001398925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003832049,"about_ca_topic_score_gemma":0.00297973,"domain_scores_codex":[0.9993118,0.00005056861,0.00005789664,0.0002218944,0.0001910721,0.0001667586],"domain_scores_gemma":[0.9974474,0.0007028966,0.0001703536,0.0002421058,0.0004691916,0.0009680123],"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":[0.0003530121,0.0002981857,0.0009595955,0.0007035729,0.00003960085,0.0002767383,0.0001366594,0.0005045335,0.002134141,0.006319453,0.312586,0.6756884],"study_design_scores_gemma":[0.00005714486,0.0001445067,0.0009790547,0.0003980714,0.00001345874,0.0003568187,0.0001415257,0.0002540318,0.0004045085,0.000704941,0.9965216,0.00002437869],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004195797,0.0003849624,0.000605973,0.0002988951,0.0002692349,0.00008103141,0.0005577075,0.0006553745,0.9967272],"genre_scores_gemma":[0.0006233321,0.0001840224,0.0003338608,0.0001486126,0.00006689467,0.00005548142,0.0003420957,0.0001558358,0.9980898],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01051772,"threshold_uncertainty_score":0.01500219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01610137399546741,"score_gpt":0.2320223188753905,"score_spread":0.2159209448799231,"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."}}