{"id":"W4240418344","doi":"10.3410/f.737102223.793579864","title":"Faculty Opinions recommendation of Metabolic heterogeneity confers differences in melanoma metastatic potential.","year":2020,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Melanoma and MAPK Pathways","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Metastatic melanoma; Melanoma; Computational biology; Medicine; Internal medicine; Oncology; Cancer research; Biology","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":[0.001488292,0.001426741,0.001421052,0.002492769,0.0006910579,0.002953066,0.00219948,0.002486977,0.1279763],"category_scores_gemma":[0.01311099,0.0005532591,0.001659242,0.003589739,0.0003095622,0.001395256,0.001816936,0.001607427,0.09405681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001218843,"about_ca_system_score_gemma":0.002548173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01757365,"about_ca_topic_score_gemma":0.05044644,"domain_scores_codex":[0.9987249,0.0002149739,0.0001345606,0.0004132747,0.0003240664,0.0001882028],"domain_scores_gemma":[0.9952461,0.001579528,0.0006092624,0.0008369884,0.001078387,0.0006498244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001302166,0.00001914183,0.002572187,0.0006968852,0.00006857516,0.00002097657,0.00001227069,0.0001129383,0.0001410784,0.0002212985,0.993098,0.002906485],"study_design_scores_gemma":[0.0005707908,0.00003237659,0.01549408,0.0006659662,0.0001863907,0.0001481475,0.00006532982,0.0005806403,0.0005671876,0.001665988,0.9799841,0.00003905474],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002668295,0.000142334,0.00005399268,0.0002327767,0.00004480041,0.00001000429,0.9978795,0.0002056812,0.00116412],"genre_scores_gemma":[0.00161173,0.0001528611,0.0003407272,0.0002374157,0.00002814644,0.00005286485,0.9953234,0.00009171717,0.002161099],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1279763,"threshold_uncertainty_score":0.4281234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03795361420794748,"score_gpt":0.3287469055302956,"score_spread":0.2907932913223482,"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."}}