{"id":"W2802816794","doi":"","title":"Investigating Canadian parents' HPV vaccine knowledge, attitudes and behaviour: a study protocol for a longitudinal national online survey","year":2017,"lang":"en","type":"article","venue":"PMC","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Calgary; Jewish General Hospital","funders":"","keywords":"Family medicine; Medicine; Human papillomavirus; HPV vaccines; Medical education; HPV infection; Cervical cancer; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001149481,0.0001103185,0.0001609217,0.00007386046,0.002010151,0.0003062192,0.0003004826,0.00005464619,0.00007420844],"category_scores_gemma":[0.001912092,0.0001056649,0.00002976117,0.00007322081,0.00002465816,0.0002838347,0.00006444433,0.00009116073,0.000006853863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001331742,"about_ca_system_score_gemma":0.000895514,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.250603,"about_ca_topic_score_gemma":0.9787942,"domain_scores_codex":[0.9989289,0.0001134088,0.0001889974,0.0002651299,0.0002095708,0.0002939956],"domain_scores_gemma":[0.9988761,0.0001392518,0.0001275911,0.0001686325,0.0004274944,0.0002609612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001025086,0.0002369685,0.9942712,0.00001974463,0.00001689989,0.000002181244,0.002141634,3.244832e-7,9.881106e-7,0.0001982879,0.002040001,0.001061541],"study_design_scores_gemma":[0.001217229,0.0001086394,0.9956492,0.00003611473,0.00001173775,4.841936e-7,0.0004149476,0.00001400887,0.000002121603,0.0002821364,0.002136934,0.0001264429],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9311045,0.00002668361,0.000009341717,0.0009058788,0.0001287973,0.06539685,0.0001211245,0.00003231095,0.002274455],"genre_scores_gemma":[0.9661433,0.000001239843,0.0002392181,0.00003420534,0.000360658,0.03261361,0.00001493179,0.00001038166,0.000582468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7281912,"threshold_uncertainty_score":0.9992891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1729010716739773,"score_gpt":0.4574679006335329,"score_spread":0.2845668289595556,"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."}}