{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004207114,0.0002944879,0.00065892,0.0008685923,0.0003911269,0.00001385547,0.0005221224,0.00006546621,0.0009717697],"category_scores_gemma":[0.0002654113,0.0002496957,0.0001944392,0.001108254,0.0001739631,0.00006657385,0.0004952691,0.001013892,0.00000191163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00113439,"about_ca_system_score_gemma":0.002124792,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9196079,"about_ca_topic_score_gemma":0.9767238,"domain_scores_codex":[0.9961342,0.000490333,0.0009044196,0.0005995123,0.00094597,0.000925602],"domain_scores_gemma":[0.9974098,0.001033951,0.0002254898,0.0007659553,0.00003142289,0.0005333458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007495781,0.0001472809,0.9651991,0.0006372815,0.00002055437,0.000119124,0.01925806,0.0003511378,0.001040609,0.00001235203,0.0003160993,0.0121488],"study_design_scores_gemma":[0.004485346,0.0004210267,0.9577939,0.00008119975,0.00002788021,0.0001580391,0.02693743,0.00008182508,0.0004472288,0.00002674572,0.009291209,0.0002481451],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885204,0.0009447758,6.482799e-7,0.007016605,0.0001338313,0.0007131702,0.0003407615,0.00002266265,0.002307147],"genre_scores_gemma":[0.9950442,0.0002752305,0.00004723279,0.002055448,0.00004088148,0.0004292864,0.0002737284,0.00004885104,0.001785195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05711594,"threshold_uncertainty_score":0.9999955,"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."}}