{"id":"W2020332171","doi":"10.1503/cmaj.050762","title":"Sunscreens in melanoma and skin cancer prevention","year":2005,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Skin Protection and Aging","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Skin cancer; Basal cell carcinoma; Melanoma; Dermatology; Basal cell; Medicine; Incidence (geometry); Pathology; Cancer; Oncology; Internal medicine; Cancer research","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001125879,0.0004397541,0.000818752,0.001085746,0.000351021,0.000871452,0.0004211489,0.002355344,0.01107067],"category_scores_gemma":[0.00217777,0.0001630382,0.0004466886,0.0009854049,0.0003629418,0.0006854911,0.0003465203,0.0013541,0.0008391372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008895154,"about_ca_system_score_gemma":0.001473121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008054956,"about_ca_topic_score_gemma":0.01363257,"domain_scores_codex":[0.9992151,0.0004284697,0.00004785784,0.0000470544,0.0002017933,0.00005968292],"domain_scores_gemma":[0.9988964,0.0005540738,0.0002301745,0.00001912151,0.0001363665,0.0001639129],"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":[0.001050472,0.00169822,0.02193101,0.004368429,0.0003567708,0.0007535403,0.0001908055,0.0008675524,0.0008486744,0.01406417,0.07159667,0.8822736],"study_design_scores_gemma":[0.001282813,0.004830518,0.3348274,0.01949023,0.001687337,0.004601017,0.00103472,0.001550937,0.001240089,0.03653113,0.5927844,0.0001393939],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0100978,0.9448514,0.0001908856,0.02510863,0.001247617,0.00002494826,0.0001860105,0.00002246385,0.01827023],"genre_scores_gemma":[0.09877279,0.8860458,0.000777925,0.005413531,0.004418519,0.00005182577,0.0001080908,0.000005158501,0.004406346],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01107067,"threshold_uncertainty_score":0.03703505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008527394705286583,"score_gpt":0.2713052908705609,"score_spread":0.2627778961652743,"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."}}