{"id":"W3133732315","doi":"10.1177/1751143721999949","title":"Assessing on-line medical education resources: A primer for acute care medical professionals and others","year":2021,"lang":"en","type":"article","venue":"Journal of the Intensive Care Society","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; University of Alberta; University of British Columbia","funders":"","keywords":"Medicine; The Internet; Medical education; Social media; Disinformation; Quality (philosophy); Public relations; Internet privacy; World Wide Web","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00119305,0.0001021131,0.0002620996,0.00002615202,0.0007418303,0.00007645319,0.0003124188,0.0003457567,0.0000962319],"category_scores_gemma":[0.05298151,0.00007038667,0.0003110911,0.0002496539,0.0004165426,0.0001566421,0.00006628332,0.0006381406,7.600616e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006403941,"about_ca_system_score_gemma":0.01402815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001509462,"about_ca_topic_score_gemma":0.0001770325,"domain_scores_codex":[0.9972249,0.0004855021,0.00041793,0.0001623978,0.001473558,0.0002357522],"domain_scores_gemma":[0.9875407,0.002241238,0.0004961356,0.0001325381,0.009217955,0.0003714435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004849246,0.000113687,0.007383204,0.0001814979,0.0002479178,0.000007196812,0.8390224,0.000001609396,0.00007232984,0.0006486723,0.08206966,0.07020335],"study_design_scores_gemma":[0.0004215885,0.0000618793,0.002960027,0.001489476,0.0001224942,0.00002367726,0.9303324,0.00001469164,0.0002355718,0.0003257513,0.06392276,0.00008968344],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7488307,0.004386504,0.00008285299,0.2338191,0.01202952,0.0005695799,0.00000585842,0.00001079497,0.0002650759],"genre_scores_gemma":[0.895716,0.001335166,0.003024899,0.09029932,0.009175981,0.0001425704,0.000012374,0.00004412234,0.0002495739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1468853,"threshold_uncertainty_score":0.9915614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08849384916555776,"score_gpt":0.4958774208945206,"score_spread":0.4073835717289629,"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."}}