{"id":"W6958567723","doi":"10.6084/m9.figshare.c.3616544","title":"Post-acute pathways among hip fracture patients: a system-level analysis","year":2016,"lang":"en","type":"other","venue":"Figshare","topic":"Structural and Chemical Analysis of Organic and Inorganic Compounds","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hip fracture; Acute care; Rehabilitation; Cohort; Health care; Cohort study; Epidemiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002312971,0.0004480827,0.0009361467,0.002447963,0.0009857006,0.001649049,0.001255313,0.0005837518,0.002600824],"category_scores_gemma":[0.00826619,0.0003861547,0.002547384,0.006386556,0.0005563341,0.0007016744,0.002030048,0.0008968974,0.0001495153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006594337,"about_ca_system_score_gemma":0.008415472,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5824139,"about_ca_topic_score_gemma":0.5626433,"domain_scores_codex":[0.9968255,0.000744619,0.0004722399,0.0005496352,0.000698932,0.0007091449],"domain_scores_gemma":[0.9928448,0.001905589,0.002402606,0.0004919138,0.001482729,0.0008723749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007235678,0.00001263984,0.9986218,0.00003571095,0.0003393094,0.00002416012,0.00008343541,0.0001382497,0.00002270372,0.00002089455,0.000182709,0.0004459664],"study_design_scores_gemma":[0.00001541712,0.00006411746,0.9976777,0.00002085818,0.0002077063,0.00003646085,0.0004516723,0.001274294,0.00001903749,0.00002826944,0.0001963028,0.000008122403],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931075,0.0003704684,0.0002844563,0.000123424,0.00001053845,0.00008605684,0.005607548,0.00001377397,0.000396237],"genre_scores_gemma":[0.9977865,0.00008358821,0.0001951843,0.00002131114,0.000007198902,0.00004029761,0.001788774,0.000002792802,0.00007423954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5824139,"threshold_uncertainty_score":0.8400906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01072131823425897,"score_gpt":0.2032140585537652,"score_spread":0.1924927403195062,"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."}}