{"id":"W2528107272","doi":"10.1111/jep.12645","title":"Exploring Canadian surgeons' decisions about postoperative weight bearing for their hip fracture patients","year":2016,"lang":"en","type":"article","venue":"Journal of Evaluation in Clinical Practice","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Bone and Joint Health Institute; Bone and Joint Canada; Health Sciences Centre; Toronto Rehabilitation Institute; Sunnybrook Health Science Centre; University of Manitoba; University of Toronto","funders":"","keywords":"Hip fracture; Medicine; General surgery; Surgery; Osteoporosis; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006934437,0.0003316183,0.0003092905,0.001532796,0.01338459,0.004570507,0.002029941,0.001437669,0.003763919],"category_scores_gemma":[0.03176481,0.0004646739,0.0005084993,0.002750299,0.004712369,0.001423922,0.003145751,0.00264631,0.0002545053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08102721,"about_ca_system_score_gemma":0.1538843,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9384575,"about_ca_topic_score_gemma":0.9766635,"domain_scores_codex":[0.9905789,0.002919084,0.000619169,0.0005158994,0.002538757,0.002828213],"domain_scores_gemma":[0.9695845,0.009711445,0.00423985,0.0003378073,0.009131776,0.006994661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002774167,0.0002178569,0.2084576,0.0006007294,0.00005584697,0.001981998,0.7165234,0.0004363925,0.000953874,0.00328697,0.02606038,0.04114755],"study_design_scores_gemma":[0.0000262887,0.00008669726,0.05709812,0.0005366376,0.00002729364,0.000247982,0.9060565,0.0003702579,0.0002051064,0.0004129008,0.03483023,0.0001020326],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9603087,0.0009934691,0.0004735806,0.02214543,0.0001614381,0.0001929835,0.0005543719,0.00001417989,0.01515597],"genre_scores_gemma":[0.9895648,0.001339687,0.001287026,0.005208029,0.0000398751,0.00009255813,0.0002512684,0.00001285515,0.002203976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08102721,"threshold_uncertainty_score":0.5878963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2318363936428955,"score_gpt":0.4625575105393703,"score_spread":0.2307211168964748,"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."}}