{"id":"W2149986056","doi":"10.1007/s00520-011-1098-8","title":"Cancer control—a global challenge requiring collaborative solutions","year":2011,"lang":"en","type":"article","venue":"Supportive Care in Cancer","topic":"Gender, Education, and Development Issues","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Partnership Against Cancer","funders":"","keywords":"Medicine; Pain medicine; Nursing research; Cancer; Health informatics; Intensive care medicine; Nursing; Public health; Internal medicine; Anesthesiology; Pathology","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":[0.04133611,0.001050506,0.002325015,0.002703496,0.01161698,0.01778697,0.00585304,0.02188777,0.0213168],"category_scores_gemma":[0.03817882,0.0006388114,0.002133438,0.002739963,0.01565015,0.0148839,0.03137452,0.02345331,0.001623697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0130705,"about_ca_system_score_gemma":0.0669903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01137334,"about_ca_topic_score_gemma":0.01779063,"domain_scores_codex":[0.9781538,0.01088041,0.001079192,0.001397021,0.003868383,0.004621198],"domain_scores_gemma":[0.9149231,0.03090266,0.003011661,0.002496412,0.01030624,0.03835996],"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":[0.000221653,0.001062093,0.01004763,0.002614681,0.0002932055,0.0008156077,0.01126931,0.001264416,0.0009489811,0.2199813,0.4078059,0.3436751],"study_design_scores_gemma":[0.0002307572,0.0005416171,0.01071828,0.003310756,0.0001597121,0.0007169085,0.06357953,0.001002557,0.0003316295,0.180046,0.7391781,0.0001841189],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002359832,0.01679643,0.001446287,0.9668089,0.004480579,0.00004058313,0.00004363641,0.00004753322,0.007976321],"genre_scores_gemma":[0.298497,0.07242024,0.01741639,0.5657658,0.02876788,0.0009443774,0.0004668527,0.0002253799,0.01549612],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04133611,"threshold_uncertainty_score":0.2186089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08714043129289603,"score_gpt":0.3916701346967983,"score_spread":0.3045297034039023,"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."}}