{"id":"W3131704506","doi":"10.46747/cfp.670281","title":"More tools against misinformation","year":2021,"lang":"en","type":"letter","venue":"Canadian Family Physician","topic":"Empathy and Medical Education","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Portage College","funders":"","keywords":"Misinformation; Health care; Psychology; Medicine; Medical education; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.02483318,0.00143208,0.001378855,0.004686217,0.01965155,0.01933163,0.002825742,0.03540935,0.03503538],"category_scores_gemma":[0.1151263,0.000724466,0.0009154991,0.001779032,0.0320051,0.02344315,0.0144402,0.04942913,0.01108112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01451413,"about_ca_system_score_gemma":0.02955893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06339566,"about_ca_topic_score_gemma":0.1001721,"domain_scores_codex":[0.9615514,0.01870415,0.001158432,0.001541513,0.01339541,0.003649182],"domain_scores_gemma":[0.8879579,0.06459035,0.005988535,0.004409973,0.0228468,0.0142066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002418537,0.0000696049,0.0005270266,0.0002110797,0.00002093145,0.00064529,0.007324908,0.00003889037,0.0001972734,0.059515,0.8854933,0.04593255],"study_design_scores_gemma":[0.00002463513,0.00003010965,0.0004702343,0.00127071,0.00001431227,0.0006308847,0.007613282,0.00006117862,0.00008542607,0.02689177,0.9628586,0.00004886183],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002172833,0.004730468,0.000612933,0.9625647,0.007983172,0.00001459461,0.00001833923,0.00004768395,0.02381076],"genre_scores_gemma":[0.021424,0.006677744,0.001655962,0.9305162,0.02030565,0.00006388667,0.00003750735,0.0001049409,0.01921416],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06339566,"threshold_uncertainty_score":0.131332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02987511818871478,"score_gpt":0.2596183068824334,"score_spread":0.2297431886937187,"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."}}