{"id":"W4286110817","doi":"10.2196/40303","title":"Peer Review of \"Are We Sure We Fully Understand What an Infodemic Is? A Global Perspective on Infodemiological Problems\"","year":2022,"lang":"en","type":"article","venue":"JMIRx Med","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Epistemology; Psychology; Computer science; Artificial intelligence; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.04845136,0.0006803105,0.002132198,0.00493677,0.007294718,0.01170739,0.003228297,0.006617549,0.06487548],"category_scores_gemma":[0.3504188,0.0005349146,0.0009796717,0.004923108,0.005785521,0.007167174,0.005326561,0.006348531,0.03567991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003697565,"about_ca_system_score_gemma":0.0299843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005076259,"about_ca_topic_score_gemma":0.006625535,"domain_scores_codex":[0.9434947,0.01867865,0.00452666,0.002531286,0.02858051,0.002188113],"domain_scores_gemma":[0.5555912,0.05748592,0.01243825,0.02558897,0.3341556,0.0147402],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000366567,0.0000151264,0.0005784128,0.0008280586,0.00003046692,0.0001143861,0.0005523611,0.00005291991,0.0002181312,0.009085719,0.939014,0.04947386],"study_design_scores_gemma":[0.00001309835,0.00001409353,0.001032904,0.0008297335,0.00001917104,0.00008888736,0.0006251998,0.0002020752,0.0002185227,0.005017777,0.9919159,0.00002272089],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002699971,0.01285249,0.007939317,0.6469167,0.2159314,0.001065966,0.001769581,0.0006320023,0.1101926],"genre_scores_gemma":[0.1278939,0.05354578,0.01902161,0.1353218,0.1695824,0.002105291,0.006107951,0.002050801,0.4843705],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9515486,"threshold_uncertainty_score":0.2562383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1583085742226366,"score_gpt":0.4267055674018849,"score_spread":0.2683969931792483,"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."}}