{"id":"W2151073109","doi":"10.1002/path.4632","title":"Cross‐species models of human melanoma","year":2015,"lang":"en","type":"review","venue":"The Journal of Pathology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Wellcome; Medical Research Council; Medical Research Council Canada; European Research Council; Cancer Research UK; Wellcome Trust","keywords":"Melanoma; Biology; Cancer research","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000862683,0.0006757179,0.0009042123,0.001872778,0.000247413,0.0006056149,0.0006672868,0.001042817,0.0027328],"category_scores_gemma":[0.0006670646,0.0001860091,0.0005017366,0.0007060637,0.0005137456,0.000766158,0.0005998582,0.001432875,0.001325269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003690114,"about_ca_system_score_gemma":0.0004066845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005093245,"about_ca_topic_score_gemma":0.0009886237,"domain_scores_codex":[0.9997334,0.00006037289,0.00003567352,0.0000472967,0.00009865201,0.00002459859],"domain_scores_gemma":[0.9996339,0.0001702264,0.00008045445,0.00002223437,0.00005643478,0.00003664001],"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":[0.0002064273,0.0002346859,0.000806681,0.01884692,0.0001432233,0.001937158,0.0001340136,0.000529375,0.02830211,0.007875687,0.04261321,0.8983705],"study_design_scores_gemma":[0.00003139803,0.0003974036,0.001794452,0.003850159,0.000189206,0.01456436,0.0001047115,0.0001763016,0.006512461,0.002730129,0.969613,0.00003635354],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001051604,0.9923714,0.001318387,0.0003661649,0.0002957197,0.00004715033,0.00007494297,0.00004277018,0.004431781],"genre_scores_gemma":[0.009532989,0.9865643,0.001275286,0.0005002704,0.000184973,0.00006476255,0.0001873579,0.000008237688,0.001681772],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0027328,"threshold_uncertainty_score":0.00914216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1188246300208563,"score_gpt":0.3795653360986515,"score_spread":0.2607407060777951,"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."}}