{"id":"W4391648515","doi":"10.2196/preprints.57118","title":"Development of Promising Interventions to Improve Human Papillomavirus Vaccination in a School-Based Program in Quebec, Canada: Results From a Formative Evaluation Using a Mixed Methods Design (Preprint)","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preprint; Formative assessment; Human papillomavirus; Psychological intervention; Vaccination; Computer science; Medicine; Virology; Psychology; Mathematics education; Nursing; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02668003,0.002055399,0.001567164,0.001325658,0.003318558,0.002074474,0.003498061,0.001430186,0.003720005],"category_scores_gemma":[0.02515465,0.0006827599,0.001948402,0.002044711,0.001144497,0.0009928145,0.001601274,0.0009680428,0.0002359015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05137169,"about_ca_system_score_gemma":0.1201693,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.817876,"about_ca_topic_score_gemma":0.870972,"domain_scores_codex":[0.9801001,0.01223228,0.001290819,0.001083635,0.00330138,0.001991869],"domain_scores_gemma":[0.9852682,0.004841526,0.00134742,0.0004618081,0.006227118,0.0018539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.02929662,0.06811883,0.03188001,0.0174831,0.002386555,0.0005676674,0.02173834,0.006165378,0.008250829,0.0009814355,0.007291546,0.8058397],"study_design_scores_gemma":[0.0785088,0.3559211,0.4444813,0.01121479,0.01091428,0.0001786871,0.02876532,0.01255447,0.02158908,0.0008297135,0.03448794,0.0005546279],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9086568,0.002384947,0.004109405,0.00129573,0.0002053615,0.07521629,0.002906953,0.0002070541,0.005017426],"genre_scores_gemma":[0.8390325,0.004302686,0.06665071,0.001314666,0.000108663,0.08152751,0.001701716,0.00004363603,0.005317998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.182124,"threshold_uncertainty_score":0.3727295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.185311667023045,"score_gpt":0.4975566200370246,"score_spread":0.3122449530139796,"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."}}