{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003091652,0.0001225491,0.000300979,0.0003232307,0.00005329892,0.00000191864,0.000071554,0.00006228147,0.002032093],"category_scores_gemma":[0.0003777372,0.00009341192,0.00006759111,0.0003845958,0.0002013191,0.00005520153,0.00001574739,0.0001923284,0.00001713964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009062925,"about_ca_system_score_gemma":0.0001047935,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07238781,"about_ca_topic_score_gemma":0.02841575,"domain_scores_codex":[0.9989384,0.00004363114,0.0002949205,0.0001993128,0.0002709928,0.000252722],"domain_scores_gemma":[0.9991211,0.000038837,0.0001035658,0.0002043466,0.0001637669,0.0003683957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001249779,0.0000536259,0.9859778,0.0000711492,0.0001116461,0.0001213453,0.001295514,9.995927e-7,0.0007077284,0.00005448139,0.003099471,0.008381295],"study_design_scores_gemma":[0.003027087,0.000492094,0.9733949,0.001694091,0.0001613695,0.0001276985,0.001158031,0.0002195519,0.001884224,0.0001246163,0.01760542,0.0001109585],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9648472,0.0004374525,0.000292049,0.002097424,0.0005023935,0.000528655,0.00000317292,0.00004898106,0.03124269],"genre_scores_gemma":[0.9926901,0.00009789436,0.00005603324,0.0002854929,0.0004163062,0.00001999325,0.00001959774,0.00001648639,0.006398134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04397206,"threshold_uncertainty_score":0.9988802,"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."}}