{"id":"W4366692630","doi":"10.1097/tgr.0000000000000395","title":"Rehabilitation for Frail Patients With Hip Fracture","year":2023,"lang":"en","type":"article","venue":"Topics in Geriatric Rehabilitation","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Hip fracture; Rehabilitation; Physical therapy; Population; Health care; Acute care; Osteoporosis","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":[0.0004165017,0.000141894,0.0002509012,0.0003988055,0.00006376859,0.00001624463,0.00006122791,0.0001676984,0.00004791296],"category_scores_gemma":[0.002345262,0.0001122496,0.00008483962,0.000813796,0.00005244102,0.0001401112,0.00001217944,0.000161348,0.00002750843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001476554,"about_ca_system_score_gemma":0.00007711577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002454743,"about_ca_topic_score_gemma":0.00001459284,"domain_scores_codex":[0.9987177,0.00006208897,0.0003560136,0.0003279251,0.0002960191,0.000240274],"domain_scores_gemma":[0.9979429,0.001333122,0.00009873173,0.0002972118,0.0002621975,0.00006580445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007286168,0.0002885313,0.9586596,0.0005671955,0.00001931275,0.00000171017,0.005563309,0.0004606464,0.00004087569,0.000710645,0.01100514,0.02195444],"study_design_scores_gemma":[0.002698217,0.001614388,0.9628997,0.00004952131,0.00003149299,3.08262e-7,0.0004388409,0.0002218344,0.00001626342,0.00674032,0.02516075,0.0001283113],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864169,0.00004573006,0.0008208929,0.01013345,0.000248804,0.001839901,0.00001129225,0.0001261898,0.0003568361],"genre_scores_gemma":[0.9794046,0.000005867123,0.01887135,0.0003309465,0.0002874768,0.0003131559,0.0002961002,0.00002966707,0.0004608147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02182613,"threshold_uncertainty_score":0.4577408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007380330409344388,"score_gpt":0.2730256939020916,"score_spread":0.2656453634927473,"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."}}