{"id":"W4390496441","doi":"10.1186/s12875-023-02247-7","title":"Primary care occupational, physical, and respiratory therapy role adaptation in the first year of the COVID-19 pandemic","year":2024,"lang":"en","type":"article","venue":"BMC Primary Care","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Pandemic; Metaphor; Health care; Adaptation (eye); Medicine; Psychology; Nursing; Coronavirus disease 2019 (COVID-19); Political science; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002274231,0.0001255757,0.0001501565,0.00007466962,0.0001322055,0.00002246113,0.0002257284,0.00008045063,0.00002756409],"category_scores_gemma":[0.00001761792,0.00008004192,0.00008604713,0.0002594352,0.0001111042,0.00007057607,0.00005886055,0.0002094591,0.00001394859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007527752,"about_ca_system_score_gemma":0.001512926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006836528,"about_ca_topic_score_gemma":0.001498354,"domain_scores_codex":[0.9988307,0.0002527241,0.000197615,0.0002969212,0.0002596319,0.0001624364],"domain_scores_gemma":[0.9990017,0.0004870613,0.00006125552,0.000367167,0.00003494916,0.00004780481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006446662,0.0001481935,0.7699063,0.002937563,0.0000301699,0.000008834309,0.1814302,0.000108884,0.000412637,0.002190235,0.004830002,0.0373523],"study_design_scores_gemma":[0.001026101,0.0001702996,0.787564,0.00007955525,0.00001858085,0.00000558373,0.02240742,0.00001513211,0.00001691552,0.0002572828,0.1883165,0.000122562],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9652207,0.02854199,0.00004074319,0.0002913411,0.0003110683,0.0007767285,0.0001768661,0.00005260675,0.004587897],"genre_scores_gemma":[0.9899299,0.0001503827,0.00002582158,0.009424519,0.0001624657,0.0001244296,0.0001093443,0.00001856171,0.00005456122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1834865,"threshold_uncertainty_score":0.3264015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1106050253544423,"score_gpt":0.3994286686288417,"score_spread":0.2888236432743994,"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."}}