{"id":"W2095282799","doi":"10.1378/chest.120.3.971","title":"The Effect of Incentive Spirometry on Postoperative Pulmonary Complications","year":2001,"lang":"en","type":"review","venue":"CHEST Journal","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":293,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; CINAHL; Spirometry; Critical appraisal; MEDLINE; Abdominal surgery; Intensive care medicine; Physical therapy; Cardiac surgery; Randomized controlled trial; Evidence-based medicine; Surgery; Internal medicine; Alternative medicine; Nursing","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":[0.000644078,0.0003198094,0.001240487,0.0002264724,0.00031161,0.00003740707,0.000270205,0.0002025782,0.0001158737],"category_scores_gemma":[0.0001815901,0.0001568418,0.0006498001,0.0004030069,0.0001274922,0.00004403842,0.0000435342,0.001102826,0.000114447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001835625,"about_ca_system_score_gemma":0.0003364749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.746801e-7,"about_ca_topic_score_gemma":1.984856e-7,"domain_scores_codex":[0.9982926,0.0002659347,0.0006417495,0.000203465,0.0003485802,0.000247658],"domain_scores_gemma":[0.998182,0.0004602512,0.0006054265,0.0003980974,0.0001423248,0.0002119156],"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":[0.00005204865,0.00006894682,0.0001055816,0.002260108,0.0002493237,0.0002123398,0.00001838527,4.653444e-8,0.0000296333,0.0000878991,0.0006803686,0.9962353],"study_design_scores_gemma":[0.0002944164,0.001443296,0.0002320457,0.008940464,0.0007748488,0.002255214,0.00003208722,6.250413e-7,0.000176908,0.00001988333,0.9857044,0.0001258698],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001754283,0.9890927,0.0000997621,0.0001412672,0.0003631056,0.0008524047,0.00001560975,0.00001148277,0.009248234],"genre_scores_gemma":[0.0001939489,0.9980546,0.0000640999,0.00008548031,0.0003620312,0.00004491877,0.0000418106,0.00004155123,0.001111509],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9961094,"threshold_uncertainty_score":0.6395821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05271214066101791,"score_gpt":0.3682984440637282,"score_spread":0.3155863034027103,"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."}}