{"id":"W2098106638","doi":"10.1016/j.molonc.2011.03.005","title":"Melanoma — The pieces of the puzzle finally start coming together!","year":2011,"lang":"en","type":"article","venue":"Molecular Oncology","topic":"Melanoma and MAPK Pathways","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Melanoma; Biology; Medicine; Computer science; Computational biology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003406584,0.001571013,0.001929004,0.001111866,0.00354511,0.006098527,0.001325569,0.007558321,0.02101882],"category_scores_gemma":[0.006265685,0.0004656665,0.001567543,0.0008333403,0.004324345,0.01503939,0.004625545,0.02140147,0.01438273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001831714,"about_ca_system_score_gemma":0.002504176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00182374,"about_ca_topic_score_gemma":0.004181621,"domain_scores_codex":[0.998323,0.000498581,0.0001207318,0.0002554695,0.0004867205,0.0003154483],"domain_scores_gemma":[0.9956773,0.0008581726,0.0002692952,0.0002769404,0.001176604,0.001741635],"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":[0.000281134,0.0001087289,0.001228272,0.0008632175,0.00009982863,0.0009077754,0.0006775237,0.0001136919,0.001888955,0.01250602,0.8065365,0.1747883],"study_design_scores_gemma":[0.00002856995,0.0001477826,0.001043951,0.0008124704,0.00003856566,0.001534608,0.002356502,0.00008651643,0.0002230823,0.01998339,0.9736977,0.00004690892],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00262988,0.2102401,0.001785911,0.7046248,0.06915881,0.00003215582,0.0002891668,0.0003316442,0.01090757],"genre_scores_gemma":[0.04308853,0.2610167,0.007525451,0.5407302,0.07560058,0.0001266413,0.0008517252,0.0006234616,0.07043677],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02101882,"threshold_uncertainty_score":0.070315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02541976603476033,"score_gpt":0.2401185573821116,"score_spread":0.2146987913473513,"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."}}