{"id":"W2799498267","doi":"10.7326/acpjc-2018-168-10-051","title":"A single preoperative physiotherapy session reduced pulmonary complications after upper abdominal surgery","year":2018,"lang":"en","type":"letter","venue":"Annals of Internal Medicine","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Abdominal surgery; Physical therapy; Randomized controlled trial; Surgery; Clinical trial; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00259698,0.0002781497,0.001622851,0.0004835408,0.0006075589,0.0008248279,0.0005195423,0.006868035,0.01859462],"category_scores_gemma":[0.033835,0.000213579,0.001082727,0.0004492473,0.000576573,0.000682671,0.0004906036,0.003292887,0.001302821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001244102,"about_ca_system_score_gemma":0.001384323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001927888,"about_ca_topic_score_gemma":0.004028227,"domain_scores_codex":[0.997921,0.001199594,0.00022266,0.0001523579,0.000334762,0.0001695906],"domain_scores_gemma":[0.9883919,0.009390912,0.0009150432,0.0001164324,0.0005829682,0.0006026837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.1502335,0.003577502,0.01067185,0.0413907,0.002224604,0.001596633,0.0008642141,0.0004954505,0.002975683,0.00238804,0.3240358,0.459546],"study_design_scores_gemma":[0.3426591,0.08168045,0.190461,0.05574677,0.006503878,0.002922467,0.001985876,0.002138872,0.004453795,0.008455603,0.3026386,0.0003535718],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1633536,0.243926,0.0006812461,0.5021406,0.04235313,0.0009486658,0.002862311,0.0001550117,0.04357935],"genre_scores_gemma":[0.6834288,0.07401226,0.001489142,0.1908729,0.0344639,0.001277337,0.0007787732,0.00004969063,0.01362722],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01859462,"threshold_uncertainty_score":0.0622052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05390680895707324,"score_gpt":0.3595535809952083,"score_spread":0.3056467720381351,"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."}}