{"id":"W4380569061","doi":"10.46747/cfp.6906418","title":"In pieces","year":2023,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Face (sociological concept); Pandemic; 2019-20 coronavirus outbreak; Identity (music); Face masks; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Computer science; Medicine; Art; Aesthetics; Sociology; Pathology; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006086497,0.001431453,0.0005898108,0.00128973,0.006070248,0.006530359,0.001617746,0.002003751,0.8283994],"category_scores_gemma":[0.003992206,0.0005097574,0.0008233936,0.001124118,0.001142169,0.004975757,0.00554274,0.002997303,0.6624334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001893687,"about_ca_system_score_gemma":0.002493181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04009151,"about_ca_topic_score_gemma":0.071871,"domain_scores_codex":[0.9993905,0.00006451354,0.00001881104,0.000107455,0.0002852442,0.0001335066],"domain_scores_gemma":[0.9984189,0.00009606095,0.00003666314,0.0001787656,0.0008037572,0.0004657902],"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":[0.00001117795,0.000006072376,0.00005909607,0.00002492922,9.482926e-7,0.00003505796,0.0001577999,0.0000139021,0.00005628815,0.002220351,0.9738038,0.02361065],"study_design_scores_gemma":[0.000001836909,0.000002295105,0.00007676861,0.00002511261,7.257245e-7,0.0000391121,0.0002028448,0.00000910466,0.00002437491,0.0003661362,0.9992484,0.000003278281],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005984158,0.0007218657,0.002326876,0.007615121,0.01210515,0.000148972,0.002685319,0.003190628,0.9706077],"genre_scores_gemma":[0.002795981,0.0004621843,0.001353009,0.002697932,0.0008199483,0.0000580419,0.001643285,0.001544182,0.9886255],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8283994,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06631235233838845,"score_gpt":0.3914443311803988,"score_spread":0.3251319788420104,"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."}}