{"id":"W3200916137","doi":"10.2196/30270","title":"From the Cochrane Library: Systemic Treatments for Metastatic Cutaneous Melanoma","year":2021,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Melanoma and MAPK Pathways","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cochrane Library; Melanoma; Systemic therapy; Dermatology; Oncology; Internal medicine; Cancer; Meta-analysis; Cancer research","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001974907,0.001751835,0.006251361,0.01081074,0.0006841326,0.003096146,0.001422851,0.004027637,0.1597022],"category_scores_gemma":[0.02110913,0.0009205635,0.003077966,0.01203438,0.0006223127,0.00233863,0.001671508,0.00309875,0.01239885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003467484,"about_ca_system_score_gemma":0.006015647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01699165,"about_ca_topic_score_gemma":0.04019599,"domain_scores_codex":[0.9978591,0.0006726384,0.0005707612,0.0002087828,0.0005626653,0.0001261567],"domain_scores_gemma":[0.9881612,0.006588573,0.002816189,0.0002062248,0.001415085,0.0008127255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001259555,0.00005071689,0.0003425224,0.3705752,0.001714675,0.0001371376,0.0000561054,0.0002253348,0.0002552708,0.001039663,0.5075033,0.1168405],"study_design_scores_gemma":[0.00791627,0.000686662,0.00694626,0.3757265,0.01374839,0.0005486505,0.0002522725,0.0004311679,0.0004179545,0.003948114,0.5891595,0.0002182233],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001251388,0.8761055,0.000612824,0.01698488,0.006930863,0.002805203,0.04499283,0.0007717179,0.04954487],"genre_scores_gemma":[0.01623788,0.8914212,0.002084595,0.03407317,0.00730586,0.004309693,0.01214712,0.0002497986,0.03217061],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1597022,"threshold_uncertainty_score":0.5342572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01219721420280365,"score_gpt":0.2632564708871007,"score_spread":0.251059256684297,"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."}}