{"id":"W3125112777","doi":"10.20944/preprints201904.0327.v1","title":"An Extensive Review of Sunscreen and Suntan Preparations","year":2019,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Skin Protection and Aging","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cosmetics; Cosmetic industry; Sun protection factor; Sunburn; Skin cancer; Medicine; Business; Ultraviolet radiation; Broad spectrum; Sunbathing; Dermatology; Cancer; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.0005332523,0.000943315,0.001063837,0.004547137,0.0005196891,0.001122478,0.0007381053,0.0009324881,0.01909937],"category_scores_gemma":[0.0009235554,0.0003169175,0.0008571466,0.003781922,0.000334975,0.001522772,0.000796492,0.001078424,0.008293806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000506347,"about_ca_system_score_gemma":0.001188724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001046504,"about_ca_topic_score_gemma":0.002067572,"domain_scores_codex":[0.999529,0.000076332,0.0000958612,0.00007324965,0.0001947452,0.00003083818],"domain_scores_gemma":[0.9995865,0.0001715671,0.00008028012,0.00001913659,0.0001115242,0.00003099207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001161733,0.0001444201,0.0002418895,0.03696047,0.00007474102,0.0004045739,0.0001140333,0.0001806803,0.004077952,0.001900655,0.07212461,0.8836598],"study_design_scores_gemma":[0.000007569183,0.00008526058,0.0008610105,0.003033773,0.00006139385,0.001115234,0.00003080219,0.0000257551,0.0005191795,0.0003172074,0.9939315,0.0000113028],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003978976,0.9911501,0.0002289917,0.0003133619,0.000862517,0.00002862106,0.0001497698,0.00002346866,0.006845303],"genre_scores_gemma":[0.001854796,0.9899679,0.0005248081,0.0006329829,0.0008278166,0.00003668464,0.0003505564,0.00001207189,0.005792317],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01909937,"threshold_uncertainty_score":0.06389374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1425159162552752,"score_gpt":0.4165420593195383,"score_spread":0.2740261430642632,"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."}}