{"id":"W4200549052","doi":"10.24869/psyd.2021.620","title":"PHYSICIANS REACTIONS TO COVID 19.THE RESULTS OF A PRELIMINARY INTERNATIONAL INTERNET SURVEY","year":2021,"lang":"en","type":"article","venue":"Psychiatria Danubina","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Misinformation; Operationalization; Pandemic; Psychology; The Internet; Computer-assisted web interviewing; Coronavirus disease 2019 (COVID-19); Health care; Medicine; Family medicine; Medical education; Disease; Political science; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.002684175,0.0001588306,0.0001679765,0.0008816922,0.0004564016,0.0007551062,0.0001820237,0.0005625469,0.002653126],"category_scores_gemma":[0.01057352,0.0001646256,0.0002673801,0.0007727466,0.0003328381,0.0008337453,0.0008080177,0.0005879138,0.0005561376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003756142,"about_ca_system_score_gemma":0.0003091349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001687723,"about_ca_topic_score_gemma":0.002403214,"domain_scores_codex":[0.9982387,0.0008250837,0.0002825825,0.0001291479,0.0003316684,0.0001927858],"domain_scores_gemma":[0.9887055,0.003774006,0.004459866,0.000229605,0.001471296,0.001359804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001605296,0.0001793263,0.9739129,0.0002051791,0.00002443717,0.0003306565,0.01187719,0.00004708339,0.0007376294,0.00003665579,0.001376273,0.01111213],"study_design_scores_gemma":[0.000008524657,0.0004020827,0.9790723,0.00005295653,0.00001285124,0.0004142384,0.01775594,0.0000839607,0.000168267,0.00001481405,0.002004033,0.00001012316],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951724,0.0002651887,0.00008002239,0.0006566008,0.00001424969,0.0000925744,0.0007438115,0.000006604832,0.00296854],"genre_scores_gemma":[0.9978595,0.0003368966,0.00015051,0.0004448339,0.00003204555,0.00008612675,0.000435788,0.000003282716,0.0006510656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002684175,"threshold_uncertainty_score":0.01419544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08850909664567679,"score_gpt":0.428726682770171,"score_spread":0.3402175861244942,"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."}}