{"id":"W4393234249","doi":"10.2196/45508","title":"Individual and Geospatial Determinants of Health Associated With School-Based Human Papillomavirus Immunization in Alberta: Population-Based Cohort Study","year":2024,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Alberta Health Services","funders":"Health Canada; Partenariat Canadien Contre Le Cancer","keywords":"Medicine; Demography; Environmental health; Social determinants of health; Population; Social deprivation; Public health; Cervical cancer; Cohort; Psychological intervention; Immunization; Immunology; Cancer; Nursing; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001064419,0.0005264573,0.0004348622,0.001674041,0.002017835,0.001277344,0.001416359,0.0004854188,0.001691172],"category_scores_gemma":[0.001479178,0.0005358715,0.0007201995,0.004293861,0.000540752,0.0003599025,0.0009136935,0.0006943538,0.0003490635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01233615,"about_ca_system_score_gemma":0.01286004,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9803176,"about_ca_topic_score_gemma":0.9845851,"domain_scores_codex":[0.9991713,0.00008344535,0.00004120158,0.0001524897,0.0003117418,0.0002399396],"domain_scores_gemma":[0.9988033,0.00006408124,0.0002056698,0.0001181529,0.0005063115,0.0003026491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006971149,0.00005430705,0.9968318,0.00001245798,0.00005719575,0.00008109348,0.0003859616,0.0001022361,0.0001001861,0.00005301645,0.0006720479,0.001580006],"study_design_scores_gemma":[0.000009645114,0.00002525376,0.9983191,0.00001653753,0.00003572849,0.00004232061,0.0007462794,0.0003151121,0.00002503423,0.00002036777,0.0004385038,0.000006023556],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928913,0.0003320136,0.0002015155,0.0001138507,0.00001346172,0.00009591746,0.005024849,0.00001635547,0.001310563],"genre_scores_gemma":[0.9939888,0.0004527925,0.0004698508,0.00007829625,0.000008741816,0.00005434788,0.003303403,0.000007086377,0.001636636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01968241,"threshold_uncertainty_score":0.08950543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03970141506486267,"score_gpt":0.3741033820129843,"score_spread":0.3344019669481216,"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."}}