{"id":"W4220906224","doi":"10.46747/cfp.6803174","title":"Correction","year":2022,"lang":"en","type":"erratum","venue":"Canadian Family Physician","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Information retrieval; World Wide Web; Data science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003540335,0.000549183,0.0007994935,0.0005533887,0.003454529,0.00002329188,0.0007495942,0.001061935,0.001237251],"category_scores_gemma":[0.00006377538,0.0006552361,0.00020654,0.00094668,0.00008097492,0.0001116314,0.0001547446,0.006262156,0.005005416],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.008060164,"about_ca_system_score_gemma":0.0128126,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3498139,"about_ca_topic_score_gemma":0.363131,"domain_scores_codex":[0.995023,0.0007118001,0.0007325971,0.0007808161,0.0005889467,0.002162893],"domain_scores_gemma":[0.9967365,0.0002105127,0.0004854129,0.001023144,0.0002408217,0.001303661],"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":[0.000008039887,0.00001178542,0.0000329941,0.0001878976,0.00003137532,0.00004545582,0.000284243,0.000008261921,9.066385e-7,0.0004200175,0.9868436,0.01212543],"study_design_scores_gemma":[0.0001763175,0.00007456228,0.001195477,0.0009490871,0.00004990767,2.656964e-7,0.006257438,0.0001238194,1.021863e-7,0.0002930737,0.9903408,0.0005391215],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000321231,0.00294331,0.000001074546,0.000846034,0.2755893,0.0009854472,0.0006590936,0.0002004083,0.7187431],"genre_scores_gemma":[0.0001645673,0.0003823189,0.000009922441,0.2557658,0.0086407,0.0004661972,0.003884501,0.0001821312,0.7305039],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2669486,"threshold_uncertainty_score":0.9996758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03704750649128737,"score_gpt":0.3568634529196491,"score_spread":0.3198159464283618,"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."}}