{"id":"W3040459761","doi":"10.1097/phm.0000000000001516","title":"Changes to Rehabilitation Service Delivery and the Associated Physician Perspectives During the COVID-19 Pandemic","year":2020,"lang":"en","type":"article","venue":"American Journal of Physical Medicine & Rehabilitation","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Preparedness; Medicine; Pandemic; Rehabilitation; Needs assessment; Family medicine; Nursing; Medical education; Coronavirus disease 2019 (COVID-19); Physical therapy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01014055,0.0001783742,0.000325193,0.001523276,0.008275139,0.003380191,0.001125228,0.001245677,0.002980979],"category_scores_gemma":[0.03459999,0.0003562114,0.0003689255,0.001855422,0.00259661,0.001733586,0.003631707,0.001920517,0.0001597514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03145531,"about_ca_system_score_gemma":0.0584151,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5367178,"about_ca_topic_score_gemma":0.745103,"domain_scores_codex":[0.9825215,0.007316165,0.0008312218,0.0006973465,0.004173126,0.004460705],"domain_scores_gemma":[0.981247,0.004998859,0.003716803,0.0002611941,0.00468578,0.005090394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001979487,0.0005395426,0.4059743,0.0005037673,0.00004793346,0.001256816,0.5141795,0.0004426769,0.0007782896,0.002022316,0.007210898,0.06684595],"study_design_scores_gemma":[0.00001862069,0.0002272406,0.2879741,0.0003327309,0.00001423611,0.0002085325,0.6999514,0.0003795056,0.000159798,0.0002049825,0.01048509,0.00004384019],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9688044,0.0004811484,0.0002719339,0.02050328,0.00009711593,0.0002079995,0.0002330308,0.00001182987,0.009389221],"genre_scores_gemma":[0.9954199,0.0006571719,0.0005363331,0.002125722,0.00004271927,0.000107299,0.00008068491,0.000006070165,0.001024237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5367178,"threshold_uncertainty_score":0.9320211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03182197595583811,"score_gpt":0.364650299337851,"score_spread":0.3328283233820128,"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."}}