{"id":"W1896698005","doi":"10.1111/j.1365-2559.2012.04362.x","title":"DNA repair and replication proteins as prognostic markers in melanoma","year":2012,"lang":"en","type":"article","venue":"Histopathology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Occupational Cancer Research Centre; Ontario Institute for Cancer Research","funders":"","keywords":"DNA replication; DNA repair; Biology; Topoisomerase; DNA; Cancer research; Melanoma; DNA damage; Replication protein A; Tissue microarray; Molecular biology; Gene; Genetics; DNA-binding protein; Cancer","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":[0.0005353637,0.0003156309,0.000271294,0.0007776672,0.0001632898,0.0003906491,0.0001574144,0.0002744518,0.001242424],"category_scores_gemma":[0.0008081953,0.0001201782,0.0001511693,0.0005330482,0.0001558111,0.0002243415,0.0001639921,0.0002735393,0.0002097867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001492721,"about_ca_system_score_gemma":0.0001230913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003297403,"about_ca_topic_score_gemma":0.0003992732,"domain_scores_codex":[0.9998388,0.00003892546,0.00001761375,0.00004107824,0.00003511592,0.00002831569],"domain_scores_gemma":[0.9994664,0.0001581684,0.0001981534,0.00002338737,0.00006632289,0.00008759032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001933098,0.00007626016,0.8847044,0.0001662428,0.000137673,0.0001788067,0.00005606103,0.0005124465,0.09229326,0.00003615547,0.0002701982,0.01963535],"study_design_scores_gemma":[0.00002312467,0.0007002275,0.97373,0.00002638866,0.000159168,0.0009414799,0.00008705057,0.001332173,0.0218509,0.0001195186,0.001021239,0.000008701126],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959723,0.002768947,0.0005944106,0.00006303614,0.0000104126,0.000009454126,0.0003268346,0.00002085733,0.0002336738],"genre_scores_gemma":[0.9984276,0.0003899343,0.0006915941,0.00001191801,0.00001188428,0.000007672131,0.0003123583,0.000001698536,0.000145322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001242424,"threshold_uncertainty_score":0.004156351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01291571236222811,"score_gpt":0.2526341093672274,"score_spread":0.2397183970049993,"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."}}