{"id":"W4292261094","doi":"10.2196/38164","title":"HPV Vaccine Communication Competency Scale for Medical Trainees: Interdisciplinary Development Study","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Anal cancer; Family medicine; Thematic analysis; Scale (ratio); Cronbach's alpha; Health care; Genital warts; Cognitive interview; Nursing; Cervical cancer; Cognition; Clinical psychology; Qualitative research; Cancer; Psychometrics; 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":[0.00510234,0.0003014297,0.0005106632,0.00127823,0.0007080684,0.000860414,0.0005913864,0.0005814504,0.002036472],"category_scores_gemma":[0.01339335,0.0003983108,0.0007585193,0.0008130369,0.0003581888,0.0008580274,0.001410117,0.00134239,0.0004529152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008050005,"about_ca_system_score_gemma":0.001461889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007508819,"about_ca_topic_score_gemma":0.001206889,"domain_scores_codex":[0.9982429,0.0005385662,0.0002469795,0.0001295214,0.0005756492,0.0002665016],"domain_scores_gemma":[0.9936188,0.00166589,0.001809194,0.0002411034,0.001359943,0.001305085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001249848,0.001656126,0.9692559,0.0001440561,0.00008777607,0.0002282728,0.006778596,0.0001922293,0.0005704841,0.0001575523,0.001374928,0.01942897],"study_design_scores_gemma":[0.00006580353,0.0009944559,0.9903108,0.00006601857,0.00002626055,0.0003771796,0.004577515,0.0009949345,0.000280854,0.00008862089,0.002201011,0.00001642785],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9976464,0.00009418179,0.0002432914,0.0002419429,0.00002029518,0.0002892881,0.0001717067,0.000006920534,0.001286011],"genre_scores_gemma":[0.9972384,0.0001625661,0.001317538,0.0001098474,0.00001723687,0.000471344,0.000230495,0.000003582712,0.0004488328],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.00510234,"threshold_uncertainty_score":0.02698404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07958351785346661,"score_gpt":0.4873105408083374,"score_spread":0.4077270229548707,"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."}}