{"id":"W2107894836","doi":"10.5210/ojphi.v4i3.4321","title":"Towards an Effective Health Interventions Design: An Extension of the Health Belief Model","year":2012,"lang":"en","type":"article","venue":"Online Journal of Public Health Informatics","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":444,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Health belief model; Psychological intervention; Transtheoretical model; Theory of planned behavior; Behavior change; Psychology; Intervention (counseling); Social psychology; Computer science; Health promotion; Medicine; Artificial intelligence; Public health; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.02804207,0.0012179,0.001395911,0.001988437,0.0007880882,0.002932473,0.002191342,0.002874681,0.004768352],"category_scores_gemma":[0.04264044,0.0007939765,0.001769701,0.001592426,0.002271358,0.003409605,0.002972397,0.002743859,0.0005366238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002187825,"about_ca_system_score_gemma":0.006225778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001863419,"about_ca_topic_score_gemma":0.002125533,"domain_scores_codex":[0.9753538,0.02147828,0.000518354,0.0009680951,0.001431854,0.000249672],"domain_scores_gemma":[0.9678724,0.02733095,0.001490964,0.001154018,0.001620092,0.0005316935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004495766,0.002077355,0.01403949,0.005356857,0.001000669,0.0002886797,0.004818528,0.06912695,0.001369198,0.3406153,0.004695121,0.5561623],"study_design_scores_gemma":[0.0009137924,0.0022005,0.008044054,0.004481413,0.001009907,0.0002564305,0.001682923,0.3219794,0.0009424199,0.6389496,0.01938924,0.0001502818],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02939952,0.002678456,0.9420296,0.01179036,0.0002358889,0.002683387,0.0002101323,0.0002886761,0.01068391],"genre_scores_gemma":[0.1736288,0.001744931,0.8177952,0.001383424,0.00008570517,0.004655512,0.0001092444,0.00001698396,0.0005801754],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02804207,"threshold_uncertainty_score":0.1483024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3098072156959414,"score_gpt":0.5123991951900695,"score_spread":0.2025919794941281,"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."}}