{"id":"W4321378339","doi":"10.3390/curroncol30020188","title":"Vitamin D and Sun Exposure: A Community Survey in Australia","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Skin Protection and Aging","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council","keywords":"Skin cancer; Sun exposure; Sun protection; Medicine; Ultraviolet radiation; Environmental health; Vitamin D and neurology; Sunlight; Population; Public health; Sunburn; Vitamin; Quarter (Canadian coin); Dermatology; Cancer; Pathology; Internal medicine; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0008429222,0.0002026321,0.0003536904,0.0007481178,0.0008754665,0.0005813357,0.0004009798,0.0007685862,0.0008054187],"category_scores_gemma":[0.001974101,0.0004866829,0.0003985359,0.00136593,0.000331747,0.0007213342,0.0009224451,0.0007055044,0.0002168681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001166402,"about_ca_system_score_gemma":0.0009511354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1556167,"about_ca_topic_score_gemma":0.1569854,"domain_scores_codex":[0.999173,0.0002661563,0.000102351,0.0001374598,0.0002121036,0.0001088984],"domain_scores_gemma":[0.9989981,0.00008935569,0.0002755795,0.00004121645,0.0002423569,0.0003534322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003623947,0.000203736,0.9948835,0.00004278434,0.00003945698,0.0001455073,0.001836423,0.00002728571,0.0003774819,0.00001328016,0.0001961487,0.00219823],"study_design_scores_gemma":[0.000002804939,0.00008023389,0.9987471,0.000009348379,0.000008219428,0.00009102163,0.0007449536,0.00009940574,0.00001559327,0.00001083085,0.0001867188,0.000003682988],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989523,0.000134302,0.00005408672,0.0001282384,0.000003053483,0.00004785023,0.0002372306,0.000001869179,0.0004411271],"genre_scores_gemma":[0.9990362,0.0001844181,0.0001645419,0.000133058,0.000004013054,0.00004879795,0.000132076,0.000001100883,0.0002956576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1556167,"threshold_uncertainty_score":0.3094218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3655269054782293,"score_gpt":0.470663065401507,"score_spread":0.1051361599232777,"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."}}