{"id":"W4311417404","doi":"10.46747/cfp.6812874","title":"Food for thought, feeding the medical soul: COVID-19 pandemic lessons and reflections","year":2022,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"College of Family Physicians of Canada","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Soul; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Public health; Coronavirus; Betacoronavirus; Data science; Medicine; Virology; Computer science; Nursing; Epistemology; Disease; Infectious disease (medical specialty); Philosophy; Pathology; Outbreak","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01356264,0.0007362146,0.001064751,0.001259676,0.01708386,0.01303254,0.003252233,0.01993543,0.01536536],"category_scores_gemma":[0.02866221,0.0005735354,0.0007646861,0.001286346,0.0263781,0.01477686,0.007091095,0.04192271,0.002955341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02766591,"about_ca_system_score_gemma":0.0717423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2651664,"about_ca_topic_score_gemma":0.4826063,"domain_scores_codex":[0.9929878,0.002311948,0.0001998127,0.0004638252,0.001851042,0.002185656],"domain_scores_gemma":[0.96629,0.01101382,0.000820101,0.0006926889,0.007467365,0.01371599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002183033,0.00006036665,0.0004641094,0.0001372686,0.00001300591,0.0002403338,0.005312919,0.00005471353,0.00006317977,0.01692916,0.9595816,0.01712148],"study_design_scores_gemma":[0.00003584402,0.00003884158,0.001527693,0.001572963,0.00001765677,0.0003223028,0.05329652,0.00009127673,0.00008967875,0.0271613,0.9157651,0.00008071637],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003827926,0.0120183,0.00005711858,0.9766897,0.00747828,0.000003847722,0.0000275927,0.00001147473,0.003330878],"genre_scores_gemma":[0.02528724,0.04020528,0.0005282686,0.9109446,0.01411968,0.00002604186,0.00005509698,0.00007798991,0.008755798],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2651664,"threshold_uncertainty_score":0.5272459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1183356159630181,"score_gpt":0.3684317449788275,"score_spread":0.2500961290158094,"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."}}