{"id":"W2346625737","doi":"10.1016/j.physio.2015.03.3531","title":"Strategies for implementing a regional cross continuum care pathway to improve outcomes for patients with hip fracture in Ontario, Canada","year":2015,"lang":"en","type":"article","venue":"Physiotherapy","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Clair College","funders":"","keywords":"Hip fracture; Medicine; Rehabilitation; Physical therapy; Joint (building); Quality of life (healthcare); Nursing; Osteoporosis; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.00006550999,0.0002039264,0.0003484793,0.00004508229,0.00007366989,0.00005006257,0.00008889457,0.00005683384,0.00002546784],"category_scores_gemma":[0.0000179969,0.0001402635,0.00007034013,0.00005342798,0.00001767237,0.0001042468,0.000009666724,0.0001123759,3.354423e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004085209,"about_ca_system_score_gemma":0.001818366,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6919563,"about_ca_topic_score_gemma":0.9820556,"domain_scores_codex":[0.9988247,0.000009152275,0.0002105453,0.0002875191,0.0002678088,0.0004002432],"domain_scores_gemma":[0.9991098,0.00007395126,0.00009596072,0.0001964619,0.0003683138,0.0001555262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00313099,0.0001830673,0.9656405,0.0001382286,0.0001365207,0.000003725409,0.01345145,0.00006261497,0.001309912,0.00008760417,0.01256039,0.00329501],"study_design_scores_gemma":[0.01254957,0.001309779,0.7462785,0.00006371439,0.00001697796,3.526022e-7,0.003656109,0.000007967958,0.001547666,0.0005199452,0.2337677,0.0002817228],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962998,0.00006426797,0.0006059692,0.0006131772,0.0001579598,0.001939857,0.0001462577,0.0000190756,0.0001536026],"genre_scores_gemma":[0.9920296,2.864838e-7,0.001425992,0.005112155,0.0001494036,0.0003245217,0.0002399814,0.00004000194,0.0006780624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2900994,"threshold_uncertainty_score":0.571978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01834352514216836,"score_gpt":0.3151649759019681,"score_spread":0.2968214507597997,"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."}}