{"id":"W4398771051","doi":"10.14745/ccdr.v50i05a01","title":"Canada Communicable Disease Report—50 years later","year":2024,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Communicable disease; Disease; Medicine; Geography; Political science; History; Public health; Pathology","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":[0.0009277778,0.0003926532,0.0005871361,0.0002035715,0.0006258293,0.0004040119,0.001174049,0.0001147038,0.0003964969],"category_scores_gemma":[0.0006212505,0.0003957436,0.000162377,0.0006861318,0.0001310642,0.0005394166,0.001052641,0.0008152411,0.00003674484],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009243849,"about_ca_system_score_gemma":0.01329985,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9985661,"about_ca_topic_score_gemma":0.9982668,"domain_scores_codex":[0.9965532,0.00008778359,0.000999812,0.0006406358,0.0008558371,0.0008626826],"domain_scores_gemma":[0.9948469,0.0001476532,0.0003636144,0.004029308,0.0002742098,0.0003382918],"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":[0.00004767238,0.0000800103,0.05547424,0.001517363,0.0002132637,0.1525587,0.000008828988,0.0001289661,0.000009135635,0.008949693,0.7767076,0.004304527],"study_design_scores_gemma":[0.0001480583,0.00000231607,0.03129346,0.000361551,0.0001187004,0.0002417469,0.00012316,0.001414844,0.000001287285,0.0007093568,0.9651266,0.0004589357],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7392653,0.0414917,0.00005652006,0.1324158,0.008210661,0.002406111,0.0005137863,0.002061065,0.07357913],"genre_scores_gemma":[0.9865195,0.00009717783,0.00003972332,0.004410767,0.0004205811,0.0001309856,0.0008413071,0.0001085798,0.007431339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2472543,"threshold_uncertainty_score":0.9998494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01597015493602709,"score_gpt":0.2368995673109919,"score_spread":0.2209294123749648,"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."}}