{"id":"W3213031459","doi":"10.14745/ccdr.v47i11a10","title":"A commentary on a flawed public health investigation","year":2021,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"HIV/AIDS oral health manifestations","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Credibility; Premise; Checklist; Public health; Unit (ring theory); Medicine; Public relations; Political science; Psychology; Nursing; 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":[0.04377456,0.001596042,0.003265177,0.002932834,0.01516061,0.01141912,0.01572136,0.1066597,0.00470783],"category_scores_gemma":[0.2069389,0.001877495,0.003492083,0.003579227,0.02524843,0.01116543,0.004533413,0.119946,0.002844013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03427243,"about_ca_system_score_gemma":0.06258368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1390689,"about_ca_topic_score_gemma":0.1431059,"domain_scores_codex":[0.9452973,0.01915143,0.005426692,0.006010491,0.01914381,0.004970184],"domain_scores_gemma":[0.742819,0.1828281,0.00698061,0.004450247,0.05184361,0.01107841],"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":[0.00002062292,0.000007872325,0.00006953225,0.0001407246,0.00001051982,0.0002486088,0.000820655,0.00002863682,0.00003119777,0.004611571,0.9923657,0.001644408],"study_design_scores_gemma":[0.0000633367,0.00003810736,0.0006185556,0.00202322,0.00007170346,0.0004971602,0.003334181,0.0001865636,0.0001764762,0.009093055,0.9837908,0.0001069446],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0000764692,0.00156047,0.00004507753,0.9620686,0.03545197,0.000007777552,0.00002153127,0.00001015053,0.0007579012],"genre_scores_gemma":[0.001576606,0.0008262284,0.0001194919,0.9615859,0.03455761,0.00002455728,0.0000101903,0.00002534249,0.001274155],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1390689,"threshold_uncertainty_score":0.2765188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0686112082119183,"score_gpt":0.3318654943245907,"score_spread":0.2632542861126724,"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."}}