{"id":"W3016796730","doi":"10.31354/globalce.v2i.95","title":"ITALIAN CLINICAL ENGINEER EXPERIENCE DURING COVID-19","year":2020,"lang":"en","type":"article","venue":"Global Clinical Engineering Journal","topic":"Quality and Safety in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nurses Association","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Coronavirus Infections; Virology; Pandemic; Betacoronavirus; Medicine; Engineering; History; Internal medicine","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":[0.009171416,0.0004963058,0.0002455808,0.0009484528,0.004477005,0.003389218,0.0006736263,0.002106329,0.07568594],"category_scores_gemma":[0.01729165,0.0003894481,0.0003658916,0.0008069263,0.0009732724,0.001060728,0.003782201,0.002731681,0.03249914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004767062,"about_ca_system_score_gemma":0.007263802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01144789,"about_ca_topic_score_gemma":0.05140233,"domain_scores_codex":[0.9942752,0.002182213,0.0001830074,0.0003568002,0.00174109,0.001261793],"domain_scores_gemma":[0.9883102,0.00247558,0.0005129762,0.0003559031,0.003473847,0.004871501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004738357,0.0006971487,0.01248507,0.0003671554,0.00001159534,0.002825968,0.02999432,0.0002030206,0.002130506,0.003357963,0.8622668,0.08518653],"study_design_scores_gemma":[0.00003287586,0.000397317,0.02594603,0.000331488,0.000007726159,0.00177338,0.02011717,0.0001834295,0.00100489,0.000462413,0.9496976,0.00004574571],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1926411,0.003241792,0.006310738,0.1000345,0.007965242,0.0008613709,0.003992587,0.001589769,0.683363],"genre_scores_gemma":[0.3208356,0.00151948,0.003238038,0.02477165,0.001312344,0.000550479,0.003168318,0.0008421923,0.6437619],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07568594,"threshold_uncertainty_score":0.2531947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3483312344965072,"score_gpt":0.5786072541819579,"score_spread":0.2302760196854508,"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."}}