{"id":"W2158724823","doi":"10.3138/physio.62.3.215","title":"Physical Therapy Management for Adult Patients Undergoing Cardiac Surgery: A Canadian Practice Survey","year":2010,"lang":"en","type":"article","venue":"Physiotherapy Canada","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"London Health Sciences Centre","keywords":"Cardiorespiratory fitness; Medicine; Physical therapy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004125376,0.0002378765,0.0005227095,0.0001263293,0.0002540618,0.00002226233,0.00008201642,0.00006371291,0.00002703568],"category_scores_gemma":[0.0001577938,0.0002176786,0.0001885,0.000296925,0.00002658757,0.00009296992,0.000008316936,0.000243606,0.000005396096],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008558636,"about_ca_system_score_gemma":0.006421213,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9884464,"about_ca_topic_score_gemma":0.9938311,"domain_scores_codex":[0.9979727,0.0001250519,0.0002614245,0.0003812825,0.0004865286,0.0007729726],"domain_scores_gemma":[0.9970842,0.0008826507,0.0001125788,0.0004166769,0.0004808969,0.001023022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003912918,0.001140099,0.2019533,0.001295196,0.0008096697,0.00004274484,0.0006590155,0.000002199209,0.0008864281,0.0009102995,0.4928683,0.2955198],"study_design_scores_gemma":[0.003500499,0.0004173181,0.4514597,0.00008787701,0.00005532116,0.000004756072,0.0003085904,0.0000684687,0.0007962505,0.0000486991,0.5427807,0.0004717898],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870454,0.00009510673,0.000007175763,0.004295085,0.002435266,0.002218375,0.0006014533,0.00003294463,0.003269214],"genre_scores_gemma":[0.9700993,0.0006557871,0.0002599292,0.02729896,0.0005981536,0.0002038753,0.0005488374,0.00007047225,0.0002646685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.295048,"threshold_uncertainty_score":0.9992114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01328158483388701,"score_gpt":0.3201622931320838,"score_spread":0.3068807082981968,"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."}}