{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004784186,0.0003619788,0.0006624809,0.002298064,0.0003994815,0.001277971,0.0005007223,0.0006893228,0.00169077],"category_scores_gemma":[0.02838695,0.0004257222,0.0008689397,0.00320192,0.0005545574,0.001286737,0.002025397,0.0006290843,0.0003387546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001424585,"about_ca_system_score_gemma":0.001172507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05518055,"about_ca_topic_score_gemma":0.0491908,"domain_scores_codex":[0.9943671,0.002618487,0.001003091,0.0004889733,0.001050236,0.0004721922],"domain_scores_gemma":[0.9840846,0.005126694,0.006135709,0.0007054259,0.003012021,0.0009356004],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005277488,0.0001310903,0.9704807,0.0006144682,0.000237033,0.0001497028,0.006905408,0.00008985926,0.0002662993,0.00005549161,0.0009759802,0.01956626],"study_design_scores_gemma":[0.00002396196,0.0003150066,0.9920995,0.0002663154,0.00006129595,0.0001785568,0.005975598,0.0001588807,0.00007263284,0.00001747462,0.0008140681,0.00001675126],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963821,0.0009576626,0.0002219777,0.0002135046,0.00002486173,0.0001083788,0.0009605332,0.000006888147,0.001124012],"genre_scores_gemma":[0.9974663,0.0008297332,0.0002570187,0.0001517868,0.0000109387,0.0001896727,0.0008347199,0.000005239998,0.0002545305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9952158,"threshold_uncertainty_score":0.1097187,"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."}}