{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002963095,0.0001173422,0.000232282,0.000501183,0.0004363672,0.000005960189,0.0002149792,0.000129027,0.00004351452],"category_scores_gemma":[0.00001957331,0.0001212426,0.00004506719,0.0009891631,0.00002361053,0.0001563599,0.00003743345,0.0004367575,0.01293357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001063276,"about_ca_system_score_gemma":0.003617871,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1112611,"about_ca_topic_score_gemma":0.4321133,"domain_scores_codex":[0.9981975,0.0001310079,0.0002857162,0.0002227252,0.0001262431,0.001036823],"domain_scores_gemma":[0.9990596,0.0001504378,0.00004928601,0.0002830436,0.00004397433,0.0004136687],"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":[0.00000283353,0.000003557481,0.004140591,0.00005495189,0.000004112268,0.00006540622,0.0004603031,0.000003531234,0.00006005265,0.003030821,0.9831455,0.009028317],"study_design_scores_gemma":[0.0002307204,0.00001013223,0.154478,0.00003036822,0.000002149601,2.160041e-8,0.001614088,0.00002237323,0.0000019868,0.001582451,0.8419162,0.0001114609],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.09840966,0.0002849639,0.00000128865,0.03231614,0.002264126,0.000483047,0.000127749,0.0001662786,0.8659468],"genre_scores_gemma":[0.1111611,0.00009946984,0.00001751973,0.8782204,0.0008357135,0.0001309361,0.00008924779,0.0000348515,0.009410739],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.856536,"threshold_uncertainty_score":0.987835,"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."}}