{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007567261,0.0003032642,0.0004696564,0.0002874008,0.0001225136,0.00008594249,0.0001541402,0.0007737234,0.00002141457],"category_scores_gemma":[0.00008840581,0.0003117948,0.0002187136,0.0003387164,0.00009219348,0.0001857011,0.00001254008,0.001641917,0.0003584198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007986187,"about_ca_system_score_gemma":0.004770623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002892019,"about_ca_topic_score_gemma":0.0005286977,"domain_scores_codex":[0.9982539,0.00003335947,0.0003283944,0.0003303734,0.0004414287,0.0006124934],"domain_scores_gemma":[0.9983873,0.00004614982,0.0001232557,0.0005861922,0.0002420518,0.0006150379],"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":[0.000001930058,0.00001251741,0.000001148043,0.0002374733,0.00005545728,0.0005306215,0.001222476,7.186179e-7,0.00005123017,0.00001146742,0.9247231,0.0731519],"study_design_scores_gemma":[0.0002870423,0.00003263862,0.0008904108,0.000688759,0.0001225624,0.000004939599,0.005009071,0.00003128821,0.00007106913,0.00002054911,0.9925462,0.0002954552],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006828554,0.0008985965,0.000008319526,0.6625995,0.001607334,0.0005137451,0.0002506772,0.00006228322,0.327231],"genre_scores_gemma":[0.001148088,0.00007820124,0.00006705377,0.9690586,0.008135329,0.00004127861,0.01691538,0.00005800856,0.004498057],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3227329,"threshold_uncertainty_score":0.9999334,"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."}}