{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001086923,0.00006699888,0.0001897357,0.0001626626,0.00005593635,0.00000545913,0.00004387359,0.00007261812,0.00007654892],"category_scores_gemma":[0.0003737752,0.00006177389,0.00001872574,0.0003651373,0.00006978192,0.0000227151,0.00006428511,0.0005315212,0.00008009715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007787402,"about_ca_system_score_gemma":0.00003977806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005187078,"about_ca_topic_score_gemma":0.001227777,"domain_scores_codex":[0.9990253,0.0004818892,0.000153731,0.0001048222,0.00006241817,0.0001718025],"domain_scores_gemma":[0.9995036,0.000232771,0.00003125007,0.0001304816,0.00003184368,0.00007002056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006607342,0.0002137818,0.9480047,0.00006904932,0.000007223964,0.0000318795,0.0008942329,5.231004e-7,0.0005303086,0.00003195762,0.00553398,0.04461629],"study_design_scores_gemma":[0.001569511,0.0002570488,0.9807615,0.00005874632,0.000007091735,0.0000386639,0.0002828719,0.00006014698,0.000108057,0.0001106408,0.01668935,0.00005636968],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980938,0.0001040673,0.00001565408,0.000503936,0.0008041454,0.0002009442,0.000004638453,0.00006283612,0.0002100192],"genre_scores_gemma":[0.9991753,0.00008130135,0.00002023469,0.00006011342,0.00005158963,0.000029619,0.00004794383,0.000006110971,0.0005277479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04455992,"threshold_uncertainty_score":0.2519066,"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."}}