{"id":"W2099237146","doi":"10.1111/bjd.12751","title":"Skin cancer: more than skin deep?","year":2014,"lang":"en","type":"letter","venue":"British Journal of Dermatology","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Quest University Canada; University of British Columbia; SKiN Health","funders":"","keywords":"Medicine; Dermatology; Cancer; Skin cancer; Internal medicine","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":[0.002268736,0.0003496242,0.0008087322,0.0008950654,0.001481298,0.002876721,0.000474645,0.005287806,0.01800189],"category_scores_gemma":[0.01057187,0.0002273531,0.0003241693,0.00180245,0.001747808,0.003152776,0.00102283,0.004760589,0.001990729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001484211,"about_ca_system_score_gemma":0.001573504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006201812,"about_ca_topic_score_gemma":0.01230766,"domain_scores_codex":[0.9984539,0.000754376,0.0001950375,0.0001251838,0.0003284395,0.0001431332],"domain_scores_gemma":[0.9939122,0.004015089,0.0005614594,0.0001607317,0.0007693284,0.0005811789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003307056,0.00006165236,0.009030658,0.001482398,0.00007639102,0.002315857,0.0006998638,0.00002122257,0.0002642329,0.01038125,0.9249718,0.05036406],"study_design_scores_gemma":[0.0002472521,0.0001939418,0.0299753,0.004358237,0.0002022782,0.01003763,0.004833101,0.00005144066,0.0002413806,0.01356216,0.936258,0.00003929735],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004468715,0.0840081,0.00006030979,0.842146,0.04016033,0.00001359021,0.0002106147,0.000005232452,0.02892717],"genre_scores_gemma":[0.08764699,0.1059356,0.0001667077,0.6294091,0.1383046,0.00004132759,0.00013837,0.00002009221,0.03833728],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01800189,"threshold_uncertainty_score":0.06022233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01294455202113056,"score_gpt":0.2768570926932934,"score_spread":0.2639125406721629,"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."}}