{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005595874,0.00009051951,0.0003140218,0.00006481796,0.0001006694,0.00001038295,0.00006784929,0.00005653545,0.006008751],"category_scores_gemma":[0.000133749,0.0000731377,0.0002099207,0.00009632291,0.0001590535,0.00002721992,0.00002654593,0.0001341033,0.00000387194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000239543,"about_ca_system_score_gemma":0.0004538418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006359041,"about_ca_topic_score_gemma":0.003102027,"domain_scores_codex":[0.9987906,0.00006809997,0.0004430931,0.0002610773,0.0002699809,0.0001671023],"domain_scores_gemma":[0.9986582,0.0002793152,0.0001133139,0.0002605947,0.0005659386,0.0001225958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002955091,0.002925991,0.8716975,0.002726445,0.0001804855,3.244681e-7,0.0001384374,0.000001529876,0.0091898,0.00778711,0.01490712,0.08749018],"study_design_scores_gemma":[0.004028082,0.001477083,0.9878556,0.000145136,0.00003310047,1.677096e-7,0.00005584207,0.00008849366,0.0009665018,0.0005693468,0.004706309,0.00007435089],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840095,0.0002678173,0.0001722666,0.007969047,0.0002119041,0.0013088,0.0002924,0.0000175507,0.005750732],"genre_scores_gemma":[0.9968624,0.00002425499,0.000225509,0.0008526766,0.0004354396,0.0007539129,0.00004340344,0.00001095344,0.0007915118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1161581,"threshold_uncertainty_score":0.9948999,"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."}}