{"id":"W2787082120","doi":"10.2196/cancer.9114","title":"Quality of Web-Based Educational Interventions for Clinicians on Human Papillomavirus Vaccine: Content and Usability Assessment","year":2018,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Vaccination; Usability; Medicine; Human papillomavirus; Family medicine; Immunology; Nursing; Computer science; Internal medicine","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":[0.07678968,0.0008229994,0.00234506,0.005102686,0.0007192995,0.003051487,0.001037852,0.001102679,0.00154291],"category_scores_gemma":[0.2373367,0.0007116368,0.003177,0.003698462,0.001012762,0.002734109,0.002435668,0.0009837328,0.0003268275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00227914,"about_ca_system_score_gemma":0.003287169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001139552,"about_ca_topic_score_gemma":0.001611842,"domain_scores_codex":[0.9246681,0.03922022,0.01549509,0.00228799,0.01729318,0.001035368],"domain_scores_gemma":[0.702221,0.2252967,0.02865788,0.008196292,0.03341736,0.002210762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.006367167,0.007694634,0.3591611,0.0177489,0.002977723,0.0001391319,0.01610343,0.001927007,0.002848602,0.0002884819,0.002690857,0.5820528],"study_design_scores_gemma":[0.0021734,0.02149289,0.9303617,0.006521591,0.003541883,0.0003666421,0.00742365,0.01157865,0.007509788,0.0007382707,0.007914916,0.0003766286],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9720016,0.00339529,0.008341261,0.0005729421,0.00009362965,0.01035959,0.0009604254,0.0003727338,0.003902578],"genre_scores_gemma":[0.9547614,0.001772208,0.03112154,0.000247187,0.00006209195,0.01055508,0.0008103629,0.00006937522,0.0006006895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07678968,"threshold_uncertainty_score":0.4061075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3527585714512099,"score_gpt":0.596931110420637,"score_spread":0.2441725389694271,"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."}}