{"id":"W3098508171","doi":"10.5281/zenodo.3947048","title":"pha4ge/SARS-CoV-2-Contextual-Data-Specification: v1.0.0-beta","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"COVID-19 diagnosis using AI","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus disease 2019 (COVID-19); BETA (programming language); 2019-20 coronavirus outbreak; Computer science; Virology; Medicine; Programming language; Outbreak; Infectious disease (medical specialty)","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":[0.01059737,0.002872312,0.0016386,0.002326152,0.0009800773,0.004392846,0.003503054,0.00382462,0.1929085],"category_scores_gemma":[0.02528508,0.003172778,0.001815574,0.001776687,0.001114965,0.003705288,0.003243064,0.003616866,0.2685164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001159644,"about_ca_system_score_gemma":0.003108428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004848574,"about_ca_topic_score_gemma":0.003535107,"domain_scores_codex":[0.9943174,0.001805529,0.0006428052,0.0007955793,0.001819896,0.0006188684],"domain_scores_gemma":[0.9843454,0.00494585,0.0008139526,0.005346757,0.003947263,0.0006007379],"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":[0.001374664,0.00006996452,0.001807223,0.001235951,0.000129479,0.0002373606,0.0003275638,0.001863993,0.007460769,0.00823668,0.9496112,0.02764506],"study_design_scores_gemma":[0.0003568319,0.00009875754,0.001051981,0.0003940336,0.00006904731,0.0003301249,0.000118857,0.003361526,0.0195481,0.009275192,0.9652654,0.0001301987],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.003748438,0.0007699112,0.2050235,0.001701242,0.001031038,0.0009724893,0.3268312,0.4074165,0.05250574],"genre_scores_gemma":[0.02869511,0.0008427006,0.07622419,0.002075389,0.0003807827,0.002036992,0.6460321,0.2115867,0.03212617],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.1929085,"threshold_uncertainty_score":0.6453432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1894595055853564,"score_gpt":0.3398292534030248,"score_spread":0.1503697478176685,"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."}}