{"id":"W584184033","doi":"10.1371/journal.pone.0129587","title":"Understanding Public Perceptions of the HPV Vaccination Based on Online Comments to Canadian News Articles","year":2015,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de Santé Publique du Québec; Université de Sherbrooke; Toronto Public Health; University of Toronto; University Health Network; Hôpital Charles-Le Moyne; Institute for Clinical Evaluative Sciences; Public Health Ontario","funders":"Canadian Institutes of Health Research; Public Health Agency; Public Health Agency of Canada","keywords":"Vaccination; Perception; MEDLINE; Medicine; Data science; Virology; Political science; Biology; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.005717272,0.0005871942,0.000394092,0.006170024,0.00521158,0.005254745,0.0006715466,0.001100803,0.004992701],"category_scores_gemma":[0.03820097,0.0002693707,0.0003631898,0.005641467,0.00224984,0.002020487,0.00188726,0.001024312,0.0005187651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01992179,"about_ca_system_score_gemma":0.01725735,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7679676,"about_ca_topic_score_gemma":0.8056599,"domain_scores_codex":[0.9942806,0.001423655,0.0003323751,0.0003774982,0.002745481,0.000840442],"domain_scores_gemma":[0.9433774,0.0269794,0.007986321,0.0005161995,0.01870571,0.002435009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006866414,0.0001051036,0.3153977,0.003045725,0.0001165251,0.002454726,0.552256,0.0003691404,0.005994836,0.002135299,0.03548791,0.08195034],"study_design_scores_gemma":[0.00004382309,0.0001362061,0.351421,0.002480356,0.0002073632,0.0005597284,0.5007839,0.001162501,0.001929944,0.0004371152,0.1406466,0.0001915092],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9255776,0.004174198,0.0007189041,0.01095011,0.0003355023,0.0001931311,0.004516918,0.00007773018,0.05345583],"genre_scores_gemma":[0.989001,0.003013896,0.00077957,0.001658697,0.0001479794,0.000104828,0.001168116,0.0000308091,0.004095067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2320324,"threshold_uncertainty_score":0.4667978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6244168677324958,"score_gpt":0.4292130997647645,"score_spread":0.1952037679677313,"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."}}