{"id":"W3039750873","doi":"10.5694/mja2.50827","title":"Public health crises and the need for accessible information","year":2020,"lang":"en","type":"article","venue":"The Medical Journal of Australia","topic":"Healthcare innovation and challenges","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Impact","funders":"","keywords":"Citation; Library science; Computer science; World Wide Web; Media studies; Sociology","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":[0.02347117,0.0002792967,0.0008800811,0.003136357,0.0074291,0.01907847,0.00222301,0.01151918,0.02396483],"category_scores_gemma":[0.07442926,0.0007153773,0.0006076099,0.002726792,0.01860186,0.02308641,0.01822789,0.01724662,0.001248317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009084982,"about_ca_system_score_gemma":0.03438271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02111212,"about_ca_topic_score_gemma":0.01802757,"domain_scores_codex":[0.9828848,0.009479504,0.001036959,0.0007431874,0.002748959,0.00310668],"domain_scores_gemma":[0.8494234,0.08466893,0.01371394,0.003206609,0.01120192,0.03778528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002263272,0.000426603,0.01732353,0.002493294,0.0001149613,0.004739089,0.1229562,0.0005834424,0.000759653,0.4694313,0.263602,0.1173436],"study_design_scores_gemma":[0.0001150508,0.0001459705,0.02489292,0.003893866,0.00004433681,0.002143048,0.1564939,0.0008854939,0.0002021938,0.2884661,0.5225713,0.0001458622],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02170494,0.007268276,0.0004233766,0.9446613,0.001202618,0.00002459328,0.00006482172,0.00002627195,0.02462384],"genre_scores_gemma":[0.8182447,0.02380838,0.001952459,0.1400939,0.00678095,0.0001362787,0.0001501209,0.00007695872,0.008756225],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02396483,"threshold_uncertainty_score":0.1241289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4520896591570688,"score_gpt":0.4728743456200445,"score_spread":0.02078468646297577,"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."}}