{"id":"W2085556543","doi":"10.1006/pmed.2001.0888","title":"Predictors of Sunburn among Canadian Adults","year":2001,"lang":"en","type":"article","venue":"Preventive Medicine","topic":"Skin Protection and Aging","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency; University of British Columbia; Cancer Care Ontario","funders":"","keywords":"Sunburn; Medicine; Odds; Logistic regression; Odds ratio; Demography; Multivariate analysis; Environmental health; Dermatology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0004273515,0.0003902555,0.000465227,0.00137186,0.002599421,0.001365826,0.001078,0.0009835454,0.00438777],"category_scores_gemma":[0.002674378,0.0004350867,0.000913999,0.003151839,0.0004411998,0.0004663432,0.0005410134,0.001504108,0.0002738913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00942097,"about_ca_system_score_gemma":0.01328798,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9723191,"about_ca_topic_score_gemma":0.9845192,"domain_scores_codex":[0.9994599,0.00003074813,0.00003734338,0.00006594871,0.0001952392,0.0002107636],"domain_scores_gemma":[0.9980729,0.0001186491,0.0004153179,0.00005571218,0.0008130785,0.0005242435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000809125,0.0000309932,0.9975559,0.00001478322,0.00002814022,0.00004240189,0.0001275394,0.00003001003,0.00004760508,0.00003917359,0.0006760754,0.001326671],"study_design_scores_gemma":[0.000006918052,0.00001426073,0.9987848,0.00001781329,0.00002688669,0.00005577293,0.0004595045,0.00009684505,0.00002128509,0.00001718956,0.0004929784,0.000005777124],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873372,0.002000867,0.00005544272,0.000945013,0.00005630227,0.00003545032,0.003609187,0.00001412375,0.00594653],"genre_scores_gemma":[0.9974247,0.0007066448,0.0000904159,0.0001033668,0.00002001912,0.000007843638,0.0009170405,0.000003707992,0.0007262694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02768093,"threshold_uncertainty_score":0.06835431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01080157564371862,"score_gpt":0.2554479069440324,"score_spread":0.2446463313003137,"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."}}