{"id":"W4289545046","doi":"10.1007/s11657-022-01132-7","title":"Trends in osteoporosis care patterns during the COVID-19 pandemic in Alberta, Canada","year":2022,"lang":"en","type":"article","venue":"Archives of Osteoporosis","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Université Laval; University of Calgary; University of Alberta; Amgen (Canada)","funders":"Amgen Canada; Government of Alberta; Alberta Precision Laboratories; Amgen","keywords":"Medicine; Pandemic; Osteoporosis; Health care; Coronavirus disease 2019 (COVID-19); Telehealth; Family medicine; Emergency medicine; Disease; Internal medicine; Telemedicine; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007995581,0.0002942415,0.000274679,0.001555389,0.001415414,0.001165896,0.00109495,0.0004054147,0.001349564],"category_scores_gemma":[0.001372387,0.0001891245,0.0004632163,0.003097164,0.0006174375,0.0002882198,0.0006291449,0.00056168,0.0001229737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03226622,"about_ca_system_score_gemma":0.03629556,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9948638,"about_ca_topic_score_gemma":0.9966469,"domain_scores_codex":[0.9988608,0.00007763127,0.00005953569,0.0001285447,0.000472218,0.0004012557],"domain_scores_gemma":[0.9983209,0.00006281707,0.0003700269,0.00002995165,0.0008126757,0.0004036651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008563173,0.00002964127,0.9905427,0.00004308303,0.0000505193,0.00006760236,0.0004061425,0.000212705,0.0001711891,0.0000983557,0.001791984,0.006500459],"study_design_scores_gemma":[0.000005892549,0.00001928381,0.9976374,0.00003376474,0.00001334295,0.00003888923,0.0007473935,0.0002560602,0.0000448953,0.00001421883,0.001181522,0.000007354498],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980617,0.00241032,0.0002408225,0.001397262,0.00004650919,0.00008428555,0.01136994,0.00003702689,0.003796902],"genre_scores_gemma":[0.9921929,0.001095097,0.0005016882,0.0004694691,0.00002636292,0.00003010761,0.00442737,0.00000715873,0.00124989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03226622,"threshold_uncertainty_score":0.2341089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02265475948585478,"score_gpt":0.3033526879310351,"score_spread":0.2806979284451804,"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."}}