{"id":"W1993488038","doi":"10.2196/resprot.2372","title":"User Perceptions of a Dementia Risk Reduction Website and Its Promotion of Behavior Change","year":2013,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Dementia Collaborative Research Centres, Australia","keywords":"Dementia; Health promotion; Promotion (chess); Risk perception; Medicine; Perception; Gerontology; Behavior change; Psychology; Public health; Nursing; Disease; Social psychology","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":[0.004624224,0.0001999082,0.0002302814,0.0006009532,0.0006185073,0.00201535,0.0002576335,0.0006798122,0.003109326],"category_scores_gemma":[0.015727,0.0001965033,0.0004446589,0.0003413303,0.0004365098,0.001231432,0.0007474754,0.0005963078,0.0003627344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004662363,"about_ca_system_score_gemma":0.000575582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002996503,"about_ca_topic_score_gemma":0.002761222,"domain_scores_codex":[0.9976853,0.001319865,0.0001588141,0.0000620772,0.0006288899,0.0001450147],"domain_scores_gemma":[0.9865186,0.008115526,0.001757189,0.0003137099,0.00155929,0.001735654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007182874,0.003451886,0.8006442,0.001018478,0.0001505385,0.001130987,0.06295671,0.0003147314,0.003628097,0.0003734936,0.002710804,0.1229017],"study_design_scores_gemma":[0.0000882303,0.00340083,0.9458585,0.0003981326,0.0001726403,0.00120332,0.03669649,0.001924858,0.001010344,0.0002213193,0.008955933,0.00006947821],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934459,0.0002065312,0.000239681,0.0005090292,0.00001326554,0.0000758234,0.00003517769,0.00002187065,0.005452659],"genre_scores_gemma":[0.9981453,0.0002372106,0.0007447508,0.0001821604,0.00001920988,0.00004450999,0.00003876355,0.000004589987,0.0005835676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004624224,"threshold_uncertainty_score":0.02445549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2060461257918266,"score_gpt":0.5280459942111893,"score_spread":0.3219998684193627,"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."}}