{"id":"W2492742683","doi":"10.1016/j.jss.2008.11.025","title":"12. Validation of a Physical Activity Questionnaire (CHAMPS) as an Indicator of Postoperative Recovery After Laparoscopic Cholecystectomy","year":2009,"lang":"en","type":"article","venue":"Journal of Surgical Research","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Laparoscopic cholecystectomy; Cholecystectomy; Physical activity; Medicine; Laparoscopy; Invasive surgery; Physical therapy; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002111038,0.0001473593,0.0007482535,0.0006251677,0.00004652718,0.00002470304,0.0001602067,0.0001648937,0.0001310174],"category_scores_gemma":[0.0008459242,0.000109082,0.0002849211,0.0004119772,0.0002241235,0.0006240658,0.00004329867,0.001022701,0.00001304811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001898124,"about_ca_system_score_gemma":0.0006563372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002340731,"about_ca_topic_score_gemma":0.000002269393,"domain_scores_codex":[0.9965935,0.0007690026,0.0005396639,0.0002317553,0.001549731,0.0003163993],"domain_scores_gemma":[0.9974126,0.0005826301,0.0003673059,0.0002956399,0.001004721,0.0003370726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.1039956,0.01699973,0.07609954,0.0008675554,0.0007163875,0.003837225,0.005255639,0.0001661091,0.6361237,0.0004734469,0.0008166264,0.1546485],"study_design_scores_gemma":[0.005199831,0.01345853,0.1988654,0.001939705,0.0000527945,0.0004525211,0.000104905,0.00007010863,0.7780026,0.001081949,0.0006075593,0.0001640525],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972637,0.0002073205,0.00005385159,0.001352873,0.00008981542,0.0002625234,0.00000706317,0.000007663815,0.0007551437],"genre_scores_gemma":[0.9991422,0.0001908738,0.0001030338,0.00004133658,0.0002618855,0.000007515744,0.000002577772,0.00001422604,0.0002363352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1544844,"threshold_uncertainty_score":0.4448236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03702973004238065,"score_gpt":0.3953631326510837,"score_spread":0.3583334026087031,"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."}}