{"id":"W3038311036","doi":"10.17269/s41997-020-00376-5","title":"Scrolling for data or doom during COVID-19?","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Scrolling; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Computer science; Virology; Computer graphics (images); Medicine; Outbreak; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01195361,0.0009214173,0.001077575,0.004223297,0.006745722,0.006444731,0.001799329,0.003276534,0.4351434],"category_scores_gemma":[0.1318527,0.0009770716,0.001442086,0.002350228,0.001543294,0.005751896,0.008031508,0.00444216,0.2181389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003347855,"about_ca_system_score_gemma":0.01140942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03300003,"about_ca_topic_score_gemma":0.09007968,"domain_scores_codex":[0.9906315,0.002832042,0.001260796,0.0005090803,0.003085207,0.001681505],"domain_scores_gemma":[0.9035431,0.03266059,0.006292287,0.01108752,0.02137226,0.0250443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001003685,0.00002370718,0.0009307411,0.0001426674,0.000005328658,0.000152021,0.000737328,0.000006274377,0.0001170438,0.0004986882,0.97891,0.01837583],"study_design_scores_gemma":[0.00003251417,0.00002010343,0.002279295,0.0003687282,0.000007774261,0.0001755714,0.003205379,0.00004626253,0.0002675575,0.001295638,0.9922522,0.00004900848],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01569588,0.003401051,0.01148867,0.1560347,0.05511175,0.003488911,0.0416149,0.02428066,0.6888835],"genre_scores_gemma":[0.09546861,0.005421498,0.04117042,0.110772,0.02038092,0.004852095,0.03242838,0.02781556,0.6616905],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4351434,"threshold_uncertainty_score":0.8056993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4826465692549429,"score_gpt":0.4919345011391858,"score_spread":0.009287931884242928,"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."}}