{"id":"W3111303343","doi":"10.1503/cmaj.201085","title":"The efficacy and safety of sunscreen use for the prevention of skin cancer","year":2020,"lang":"en","type":"review","venue":"Canadian Medical Association Journal","topic":"Skin Protection and Aging","field":"Medicine","cited_by":184,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Calgary","funders":"","keywords":"Skin cancer; Dermatology; Ultraviolet radiation; Medicine; Ultraviolet; Sun exposure; Sun protection; Cancer; Sunscreening Agents; Ultraviolet a; Sun protection factor; Internal medicine; Chemistry; Materials science; Optoelectronics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001744931,0.0001110107,0.0005955828,0.00007657851,0.000256543,0.00003387755,0.0001351514,0.0002676698,0.0002317251],"category_scores_gemma":[0.005001043,0.00005893062,0.0002930154,0.0002069978,0.00006011388,0.00003172617,0.00001305214,0.0007798858,0.00000118895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004471907,"about_ca_system_score_gemma":0.003938161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001395904,"about_ca_topic_score_gemma":0.006413126,"domain_scores_codex":[0.9982405,0.0002106143,0.0006632843,0.0000997185,0.0005964448,0.0001894071],"domain_scores_gemma":[0.9967301,0.001676421,0.0007652882,0.00008744325,0.0002796136,0.0004611728],"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":[0.00001778391,0.000005691596,0.00009318816,0.0004553114,0.000454081,0.00000443806,0.00005723087,1.725095e-7,8.658443e-8,0.00008292427,0.007791821,0.9910372],"study_design_scores_gemma":[0.0007096191,0.0000522631,0.0008651455,0.004669186,0.0006678019,0.0001008466,0.00006290514,0.00003871004,5.111073e-7,0.00001488383,0.9927673,0.00005076689],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002083908,0.982398,0.0003189692,0.01570387,0.0004603472,0.0009537743,0.00006935556,0.000003862679,0.00007092323],"genre_scores_gemma":[0.0001111775,0.9977774,0.00003589439,0.0004688342,0.001008206,0.00003219113,0.000008824277,0.00001603394,0.0005414309],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9909865,"threshold_uncertainty_score":0.6986128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03764734254469497,"score_gpt":0.3413096795801663,"score_spread":0.3036623370354713,"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."}}