{"id":"W2492673872","doi":"10.1039/9781847552501","title":"From DNA Photolesions to Mutations, Skin Cancer and Cell Death","year":2005,"lang":"en","type":"book","venue":"","topic":"Skin Protection and Aging","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Université Laval; Université de Montréal; Hôpital Maisonneuve-Rosemont; Hospital for Sick Children; University of British Columbia; Université de Sherbrooke; McMaster University; Dystonia Medical Research Foundation Canada; Ottawa Regional Cancer Foundation","funders":"","keywords":"Skin cancer; DNA damage; DNA; Programmed cell death; Cancer; Mutation; Cancer research; Cancer cell; Biology; Genetics; Chemistry; Gene; Apoptosis","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003482722,0.0001646906,0.0002418681,0.0001472759,0.00006866783,0.00002002147,0.00003842877,0.0001545625,0.004732862],"category_scores_gemma":[0.00001307461,0.0001386524,0.00005530723,0.00004414782,0.00001572932,0.00002187157,0.0000326195,0.000242818,0.000223388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001599436,"about_ca_system_score_gemma":0.0002681152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008515572,"about_ca_topic_score_gemma":0.0002451518,"domain_scores_codex":[0.999245,0.0000077003,0.0001692448,0.0002939512,0.0001573201,0.0001268177],"domain_scores_gemma":[0.9994959,0.00004656208,0.00004727268,0.0001741143,0.0000468639,0.0001893353],"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":[0.0001011256,0.0001481647,0.0004459277,0.000200375,0.0002175436,0.0001199747,0.001915254,0.00001808745,0.006531287,0.0005220147,0.8749121,0.1148681],"study_design_scores_gemma":[0.0008435259,0.0000397267,0.001195099,0.0005709118,0.000201269,0.0000162342,0.0001340635,0.00008378433,0.008979859,0.0004715855,0.987221,0.0002429124],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01156633,0.001348544,0.0008311964,0.003060781,0.0003171461,0.0009978671,0.0001042902,0.0001641515,0.9816097],"genre_scores_gemma":[0.003687056,0.0002201657,0.003687214,0.003785622,0.0009733037,0.0000827125,0.0001068084,0.00003762415,0.9874195],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1146252,"threshold_uncertainty_score":0.996177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01877381775455853,"score_gpt":0.2902407013908958,"score_spread":0.2714668836363372,"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."}}