{"id":"W4241355047","doi":"10.1159/000151879","title":"Skin Cancers","year":2008,"lang":"en","type":"review","venue":"Progress in experimental tumor research","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Cancer research","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000522096,0.0005894332,0.002358206,0.001013992,0.0002307645,0.00004792328,0.0005672277,0.0002035093,0.0003093885],"category_scores_gemma":[0.00007173104,0.0004816524,0.0004491568,0.001436899,0.001506715,0.00007739713,0.0007868175,0.001847722,0.0003397976],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005137006,"about_ca_system_score_gemma":0.001767103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001887657,"about_ca_topic_score_gemma":0.00001823871,"domain_scores_codex":[0.9947652,0.0004505338,0.0007941672,0.00105428,0.001652637,0.001283193],"domain_scores_gemma":[0.9983816,0.0002347914,0.0001594944,0.0008091949,0.0001223935,0.000292508],"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":[0.00012166,0.0005459702,0.00154239,0.00879271,0.0002175928,0.004845875,0.0006399066,2.733542e-8,4.291134e-7,0.00005570722,0.006066168,0.9771715],"study_design_scores_gemma":[0.0008551148,0.0005293654,0.0001073622,0.0152289,0.00003337965,0.001131137,0.0004365936,0.000001827783,0.0003185072,0.000004393628,0.9809576,0.000395824],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002634106,0.9862114,6.066324e-8,0.00003884192,0.0003154739,0.003304663,0.00001816681,0.00005384388,0.009794154],"genre_scores_gemma":[0.001374888,0.9901707,0.0004174281,0.00002118451,0.0006119553,0.006477696,0.00005007416,0.0001767099,0.0006994101],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9767758,"threshold_uncertainty_score":0.9997635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1997932954222962,"score_gpt":0.5308210681710981,"score_spread":0.3310277727488019,"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."}}