{"id":"W4407224808","doi":"10.1503/cjs.007724","title":"Colorectal surgeon physical pain and conditioning: a national survey","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of British Columbia","funders":"","keywords":"Medicine; Conditioning; General surgery; Physical therapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0004581563,0.0002339948,0.0002810431,0.0009305483,0.0007224825,0.0004809281,0.0005787494,0.0003917461,0.001508806],"category_scores_gemma":[0.001667427,0.0002772273,0.000325153,0.003096242,0.0002849058,0.0003294745,0.0006232035,0.000634927,0.0002779212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00534715,"about_ca_system_score_gemma":0.006095725,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9082158,"about_ca_topic_score_gemma":0.9189099,"domain_scores_codex":[0.9993371,0.00006084462,0.00005847555,0.00008722874,0.0002810788,0.0001752537],"domain_scores_gemma":[0.9985078,0.00006831886,0.0004064595,0.00004219078,0.000647503,0.0003276335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002396558,0.0000272366,0.9973375,0.00003802127,0.00002401441,0.00002307624,0.0000992983,0.00003818042,0.00004966921,0.000006516382,0.001005917,0.001326621],"study_design_scores_gemma":[0.000002660354,0.00000939373,0.9995157,0.00001142495,0.000004890722,0.00001850011,0.00014123,0.00004764937,0.000005618943,0.000002291475,0.0002389506,0.000001714348],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9774444,0.0009224904,0.0001727385,0.0005784611,0.00001347128,0.0001349788,0.0184,0.0000196921,0.002313604],"genre_scores_gemma":[0.993112,0.0007493513,0.0001995284,0.0002310781,0.00001020336,0.00006418619,0.005163798,0.00000307682,0.0004667056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09178424,"threshold_uncertainty_score":0.1846495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05451909383854072,"score_gpt":0.3003100126857733,"score_spread":0.2457909188472326,"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."}}