{"id":"W4294668782","doi":"","title":"Knowledge, Perceptions and Photoprotective Behaviors Against the Damaging Effects of Direct, Indirect, and Blue Light: There Are No \"Cheat Days\".","year":2022,"lang":"en","type":"article","venue":"PubMed","topic":"Skin Protection and Aging","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec","funders":"","keywords":"Medicine; Sunlight; Outreach; Environmental health; Coronavirus disease 2019 (COVID-19); Perception; Blue light; Pandemic; Ultraviolet light; Population; Psychology; Photochemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001306819,0.0001787586,0.0002503259,0.000345622,0.0003264691,0.000685672,0.0002558027,0.0005691433,0.003472451],"category_scores_gemma":[0.004312339,0.000173019,0.0003283466,0.0002846235,0.0002182433,0.0007006713,0.0003832351,0.000667699,0.0003031673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002523549,"about_ca_system_score_gemma":0.0004552912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0046325,"about_ca_topic_score_gemma":0.008002241,"domain_scores_codex":[0.9994418,0.0001973363,0.00003807667,0.00006614548,0.0001591412,0.00009740594],"domain_scores_gemma":[0.9976351,0.0004768132,0.001083445,0.00007066995,0.0002385723,0.0004954159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001591938,0.0007127942,0.9824524,0.0001084617,0.0001181516,0.00003079826,0.001025926,0.00002759082,0.0002422397,0.00005105282,0.0006843004,0.01438714],"study_design_scores_gemma":[0.00001189383,0.000315497,0.9976586,0.00006341908,0.00004497991,0.0000498917,0.00118912,0.00008240818,0.00006491782,0.00004434515,0.00047068,0.000004278324],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974758,0.0004366093,0.00006265636,0.0003756895,0.00001434271,0.00001910649,0.0001743956,0.000001992368,0.001439324],"genre_scores_gemma":[0.9991984,0.0001967257,0.00007365419,0.0001624221,0.00001026616,0.00001312679,0.00007881651,6.239139e-7,0.0002660161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0046325,"threshold_uncertainty_score":0.01161647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01116568960411692,"score_gpt":0.2309478595102351,"score_spread":0.2197821699061182,"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."}}