{"id":"W4404905545","doi":"10.32920/27940881.v1","title":"Thinking Critically About Appraising FOAM","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; University of Toronto; McMaster University","funders":"Society for Academic Emergency Medicine","keywords":"Critically ill; Medicine; Intensive care medicine","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1577274,0.002348378,0.002530005,0.00571323,0.008118747,0.02581399,0.006012315,0.01391947,0.009949853],"category_scores_gemma":[0.4391505,0.001169776,0.001478918,0.003401069,0.08200555,0.02736895,0.009339349,0.02875167,0.006298858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009480715,"about_ca_system_score_gemma":0.03469296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002542083,"about_ca_topic_score_gemma":0.003333922,"domain_scores_codex":[0.7499388,0.1884419,0.01393591,0.007494625,0.0366848,0.003503925],"domain_scores_gemma":[0.3424898,0.4881471,0.02461914,0.02842413,0.1061483,0.0101715],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001131027,0.00005341292,0.0004252903,0.003391501,0.0001215419,0.0007307967,0.1261658,0.0002683534,0.001148323,0.2189996,0.5968078,0.05177442],"study_design_scores_gemma":[0.00004777179,0.00005996121,0.0002812353,0.006357107,0.00005071579,0.0004155123,0.05763011,0.0005255827,0.001429314,0.3783296,0.5547369,0.000136219],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002906722,0.01350595,0.04662145,0.8420028,0.06527883,0.0008995917,0.0002419531,0.0005340363,0.02800864],"genre_scores_gemma":[0.2071062,0.02985703,0.176873,0.4718827,0.06782785,0.008049532,0.0005119288,0.001892762,0.03599891],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8422726,"threshold_uncertainty_score":0.8341521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1424218566116464,"score_gpt":0.4790791375020261,"score_spread":0.3366572808903797,"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."}}