{"id":"W2999538228","doi":"10.2196/14539","title":"Awareness of the Signs, Symptoms, and Risk Factors of Cancer and the Barriers to Seeking Help in the UK: Comparison of Survey Data Collected Online and Face-to-Face","year":2020,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Cancer Research UK","keywords":"Marital status; Logistic regression; Population; Residence; Odds ratio; Medicine; Odds; Data collection; Demography; Psychology; Gerontology; Environmental health; Statistics; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005157582,0.000153872,0.0005562018,0.00004123362,0.00009908381,0.00001538977,0.0003706915,0.00006190099,0.00002444729],"category_scores_gemma":[0.0006520827,0.00007975619,0.00002774055,0.0007568325,0.0002480288,0.0000518385,0.0003026454,0.0002309333,4.538753e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004503407,"about_ca_system_score_gemma":0.0003389253,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06946994,"about_ca_topic_score_gemma":0.07139938,"domain_scores_codex":[0.9985065,0.000252321,0.0003754179,0.0003010289,0.000384415,0.0001802554],"domain_scores_gemma":[0.9986818,0.0004014313,0.0002393149,0.0004042763,0.0001284195,0.0001447581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008917372,0.00001293242,0.9779715,0.0000959436,0.00009076082,4.247196e-7,0.01648149,0.0008249207,0.001150164,0.00000273175,0.001508483,0.0009689192],"study_design_scores_gemma":[0.001499905,0.0001924609,0.9797954,0.0004040696,0.0001382444,7.042373e-7,0.01159793,0.004398742,0.001284513,0.000002454461,0.0005885187,0.00009706331],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905108,0.004451739,0.00006016038,0.002034585,0.00005628019,0.001028385,0.001840147,0.000005111373,0.00001277052],"genre_scores_gemma":[0.9984748,0.0006377627,0.00002426718,0.0007414903,0.00003576511,0.00003823158,0.00002311571,0.00001085302,0.00001368777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007964006,"threshold_uncertainty_score":0.9455451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1529530954793719,"score_gpt":0.4096760624926755,"score_spread":0.2567229670133037,"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."}}