{"id":"W2765544572","doi":"10.2196/resprot.8326","title":"Development of a Behavior Change Intervention to Improve Sexual Health Service Use Among University Undergraduate Students: Mixed Methods Study Protocol","year":2017,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Adolescent Sexual and Reproductive Health","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Protocol (science); Medical education; Intervention (counseling); Behavior change; Psychology; Reproductive health; Multimethodology; Medicine; Nursing; Alternative medicine; Pedagogy; Population; Social psychology; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.02956661,0.002958925,0.003657344,0.002301174,0.006254368,0.002742655,0.004293696,0.003847985,0.03550208],"category_scores_gemma":[0.01685697,0.003454392,0.002970949,0.001890783,0.002340894,0.001630839,0.003029296,0.005331692,0.006104779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008610604,"about_ca_system_score_gemma":0.03866104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01718315,"about_ca_topic_score_gemma":0.03592221,"domain_scores_codex":[0.9878867,0.006013244,0.001217062,0.001705028,0.001516082,0.001661798],"domain_scores_gemma":[0.9897271,0.002435074,0.0008875947,0.001219288,0.0034286,0.002302355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1018571,0.2087948,0.01555708,0.03131685,0.001173702,0.001314667,0.01988917,0.007601222,0.01092741,0.009672458,0.05971727,0.5321784],"study_design_scores_gemma":[0.394684,0.1584596,0.09726238,0.01339818,0.002005153,0.0003592586,0.01470318,0.0102634,0.01411061,0.01317918,0.2806777,0.0008973468],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.008377377,0.00007150978,0.002903095,0.0001281458,0.000070422,0.9867824,0.0006991707,0.00007382894,0.000894021],"genre_scores_gemma":[0.002263795,0.00005487049,0.004611175,0.0001159256,0.000008412551,0.9924901,0.0001079243,0.000003234934,0.0003445204],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.03550208,"threshold_uncertainty_score":0.1563651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6864548670314903,"score_gpt":0.7141996070654146,"score_spread":0.02774474003392435,"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."}}