{"id":"W3024139994","doi":"10.23750/abm.v91i2.9573","title":"Point-of-Care diagnostic of SARS-CoV-2: knowledge, attitudes, and perceptions (KAP) of medical workforce in Italy.","year":2020,"lang":"en","type":"article","venue":"PubMed","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Workforce; Medicine; Family medicine; Odds; Test (biology); Health care; Perception; Psychology; Logistic regression","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001349581,0.0001688766,0.0001501764,0.000509957,0.0002419893,0.0005675007,0.0002460465,0.0004721795,0.00206566],"category_scores_gemma":[0.004333228,0.0001743649,0.0002495628,0.0003642796,0.0004533482,0.0004195347,0.0006006918,0.0003715329,0.0004057689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005553592,"about_ca_system_score_gemma":0.0008336962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006981324,"about_ca_topic_score_gemma":0.006731844,"domain_scores_codex":[0.9993761,0.000169654,0.00004242781,0.00008581522,0.0001474686,0.0001785676],"domain_scores_gemma":[0.9978326,0.0004406318,0.001050901,0.00008334101,0.0001617089,0.0004307987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003880656,0.00006768508,0.9930285,0.00004153652,0.000009833305,0.00006282572,0.001540522,0.00002939658,0.000192403,0.00002330959,0.0003292344,0.004635992],"study_design_scores_gemma":[0.000003207208,0.00008829466,0.9978017,0.00003366949,0.000004357066,0.0001156173,0.001498076,0.00008602013,0.00002876221,0.0000144491,0.0003230417,0.000002834186],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982016,0.0002628388,0.00004941149,0.0003666038,0.000008025375,0.00001337614,0.0001072035,0.000002051249,0.0009889827],"genre_scores_gemma":[0.9994922,0.000139243,0.00004843595,0.0001090024,0.00001079454,0.000007979256,0.00006716232,6.542443e-7,0.0001245215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006981324,"threshold_uncertainty_score":0.01388133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06240665505679344,"score_gpt":0.3287397826028738,"score_spread":0.2663331275460804,"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."}}