{"id":"W1945227598","doi":"","title":"Megatrends and cancer control","year":2015,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Science, Research, and Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Desk; Public administration; Political science; Corporate governance; State (computer science); Public policy; Global governance; Management; Economics; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002372909,0.0002235746,0.0008282155,0.0007710169,0.0001342188,0.0003449529,0.0009968254,0.00009048613,0.00555615],"category_scores_gemma":[0.0009185935,0.0001589363,0.00009439306,0.000951411,0.0004090559,0.001045054,0.0003573417,0.0004245505,0.00001160095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001237624,"about_ca_system_score_gemma":0.0006568748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002467266,"about_ca_topic_score_gemma":0.0001025901,"domain_scores_codex":[0.9971303,0.0001416993,0.0005302086,0.0003907215,0.001328139,0.0004789586],"domain_scores_gemma":[0.997228,0.0002184132,0.0003044681,0.0003893748,0.0006375397,0.001222149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006073898,0.00015645,0.7536753,0.00008042734,0.0001699136,0.0001409304,0.0003830483,0.00001127705,0.04308297,0.00004236564,0.125845,0.07580494],"study_design_scores_gemma":[0.006672607,0.00009476755,0.887968,0.0007742418,0.0002781564,0.0001430046,0.0004647574,0.0003320157,0.009573114,0.001286843,0.09209564,0.0003168786],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.881618,0.09182921,0.000136304,0.002870852,0.000793907,0.0005862429,0.00003014988,0.00003448116,0.0221009],"genre_scores_gemma":[0.9755877,0.01948095,0.00007114195,0.001593286,0.0005522777,0.00004360639,0.000004355037,0.00002876522,0.002637898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1342927,"threshold_uncertainty_score":0.9953529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.42699449494951,"score_gpt":0.6357609587152262,"score_spread":0.2087664637657162,"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."}}