{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009846478,0.0001521931,0.0002159811,0.0001353269,0.0001073866,0.00002231011,0.0004366247,0.00007859904,0.0005629773],"category_scores_gemma":[0.0005469964,0.0001360755,0.0001368492,0.0005510363,0.00006596056,0.00005169819,0.0001436027,0.0002363046,0.0003181436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002363884,"about_ca_system_score_gemma":0.0004895765,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01300438,"about_ca_topic_score_gemma":0.005986111,"domain_scores_codex":[0.9978442,0.0005243992,0.0005819214,0.0004943476,0.0002649536,0.0002901953],"domain_scores_gemma":[0.9980685,0.000648585,0.0002380003,0.0007197294,0.0001298311,0.0001953621],"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":[0.009724659,0.00209439,0.03077092,0.0001147764,0.0003036572,0.00005268804,0.01715763,0.00005995457,0.0004602372,0.01096192,0.9132898,0.01500937],"study_design_scores_gemma":[0.002712242,0.0005915426,0.2607281,0.00005138325,0.00004147866,0.00004853681,0.002884398,0.0000377491,0.0001532575,0.0006756414,0.7318816,0.000194158],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7594046,0.001183547,0.004914135,0.1202047,0.03053707,0.0016522,0.003516019,0.0002186697,0.078369],"genre_scores_gemma":[0.9696558,0.00004291035,0.0003995007,0.00586832,0.0005062338,0.00007083282,0.0004208731,0.00002514654,0.02301045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2299571,"threshold_uncertainty_score":0.9935681,"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."}}