{"id":"W2116536708","doi":"10.1136/bmj.h2068","title":"Why do cancer drugs get such an easy ride?","year":2015,"lang":"en","type":"editorial","venue":"BMJ","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Computer science; Cancer; Data science; World Wide Web; Medicine; Information retrieval; Internal medicine","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":[0.001180578,0.0002471977,0.0008040844,0.0003638512,0.001096718,0.001733036,0.0005335748,0.002854187,0.01787917],"category_scores_gemma":[0.006365362,0.0001371418,0.0007064002,0.000499297,0.0007970086,0.002872212,0.0007120564,0.002578364,0.00531619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005723499,"about_ca_system_score_gemma":0.001207757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002692151,"about_ca_topic_score_gemma":0.00753811,"domain_scores_codex":[0.9990391,0.0003415742,0.00009793588,0.0001189576,0.0002841416,0.0001183739],"domain_scores_gemma":[0.9977162,0.0007184662,0.0004990807,0.0001046256,0.0005794492,0.0003821581],"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":[0.001549697,0.001130271,0.03170576,0.00640641,0.0006920383,0.001171493,0.0009229224,0.0001304342,0.002319565,0.003632033,0.2842782,0.6660612],"study_design_scores_gemma":[0.0006336958,0.003057139,0.06682102,0.00553891,0.0007009117,0.004497467,0.00502922,0.0002997086,0.001707493,0.005539068,0.9060423,0.0001330276],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.08841071,0.3651265,0.0019192,0.4768978,0.01459904,0.0004125026,0.001299496,0.0004029566,0.05093183],"genre_scores_gemma":[0.4148881,0.2320781,0.006863557,0.2706579,0.01081686,0.000454396,0.001174478,0.0001730669,0.06289349],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01787917,"threshold_uncertainty_score":0.05981177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02373066710819857,"score_gpt":0.3703230486129171,"score_spread":0.3465923815047186,"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."}}