{"id":"W3191583585","doi":"10.46747/cfp.6708563","title":"Focus on concrete solutions","year":2021,"lang":"en","type":"letter","venue":"Canadian Family Physician","topic":"Disaster Response and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Focus (optics); Primary care; 2019-20 coronavirus outbreak; Computer science; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus; Data science; World Wide Web; Medicine; Disease; Family medicine; Virology; Pathology; Infectious disease (medical specialty)","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":[0.0141864,0.002244261,0.001443085,0.00171508,0.007618711,0.01427299,0.003945501,0.04000327,0.0777576],"category_scores_gemma":[0.05200379,0.0009045437,0.002005528,0.0009256649,0.00840212,0.02169478,0.01068805,0.0624215,0.03857797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008198116,"about_ca_system_score_gemma":0.01749773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006259593,"about_ca_topic_score_gemma":0.01224517,"domain_scores_codex":[0.9817347,0.006669479,0.001078701,0.001752549,0.006005339,0.002759203],"domain_scores_gemma":[0.9409187,0.02881243,0.002304849,0.00274195,0.01467385,0.01054818],"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":[0.00001196563,0.00003565752,0.00006306414,0.0002051794,0.000008676717,0.0003449902,0.000348118,0.00004320567,0.0001571703,0.0170501,0.9682677,0.01346416],"study_design_scores_gemma":[0.0000141442,0.00001858352,0.00008704326,0.000760696,0.000006525294,0.0004204075,0.001176445,0.0000704187,0.00005313779,0.01880554,0.9785662,0.00002080118],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0000718962,0.004393387,0.0005318969,0.9644458,0.02007667,0.00001907334,0.00003381399,0.00006526176,0.01036211],"genre_scores_gemma":[0.0026536,0.006729787,0.001437917,0.934843,0.03249072,0.0000704473,0.00006141107,0.0001104769,0.02160268],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.0777576,"threshold_uncertainty_score":0.2601251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08368121719164223,"score_gpt":0.3294590996660411,"score_spread":0.2457778824743989,"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."}}