{"id":"W4321360089","doi":"10.2196/44593","title":"The Indigenous Australian Human Papillomavirus (HPV) Cohort Study 2, Continuation for 5 to 10 Years: Protocol for a Longitudinal Study","year":2023,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; HPV infection; Cohort; Head and neck cancer; Cervix; HPV vaccines; Cancer; Incidence (geometry); Cervical cancer; Internal medicine; Oncology; Gynecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03416052,0.003810059,0.004007057,0.001818734,0.005413774,0.002318509,0.003638674,0.003510396,0.02830184],"category_scores_gemma":[0.01974953,0.002895047,0.002914784,0.002575508,0.001773961,0.002419705,0.00268197,0.003959808,0.01033832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005246519,"about_ca_system_score_gemma":0.01796263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02452706,"about_ca_topic_score_gemma":0.03186375,"domain_scores_codex":[0.9845051,0.009657576,0.001916376,0.001654959,0.001068966,0.001196934],"domain_scores_gemma":[0.9882447,0.001240177,0.00169176,0.002181931,0.00483086,0.001810708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.2780837,0.04302981,0.07426027,0.04298417,0.003840062,0.002491366,0.01053346,0.007169435,0.009824826,0.01408449,0.3603224,0.1533759],"study_design_scores_gemma":[0.2171189,0.04509544,0.2719116,0.01145067,0.002039885,0.0009112902,0.004202077,0.006631267,0.003716095,0.01033171,0.4257441,0.0008469617],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.005240852,0.0002839588,0.00295516,0.0002498054,0.0001872723,0.979959,0.00916455,0.0001148008,0.001844526],"genre_scores_gemma":[0.003437466,0.0001201966,0.003610962,0.0001718666,0.00002582757,0.9903978,0.001594702,0.000007839096,0.0006333941],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.03416052,"threshold_uncertainty_score":0.1806603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5065730659652785,"score_gpt":0.6418219738837374,"score_spread":0.1352489079184589,"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."}}