{"id":"W30875126","doi":"10.1002/stem.3004","title":"Health reporting: Opportunities and Challenges","year":2013,"lang":"en","type":"article","venue":"","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Cancer Society Research Institute; Canadian Institutes of Health Research; Terry Fox Foundation","keywords":"Business; Public relations; Political science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.08417377,0.001232045,0.001507421,0.006868938,0.002895434,0.0147675,0.006233849,0.01098318,0.05299277],"category_scores_gemma":[0.1795379,0.0006779656,0.001246906,0.007714222,0.006188132,0.01923481,0.00737051,0.009134196,0.01332163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007103138,"about_ca_system_score_gemma":0.02900533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01910092,"about_ca_topic_score_gemma":0.01291549,"domain_scores_codex":[0.9532649,0.02709594,0.003933286,0.003206549,0.01001656,0.002482911],"domain_scores_gemma":[0.7209687,0.1691684,0.01545346,0.01614579,0.05649786,0.02176584],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007193521,0.00007084225,0.006208902,0.0009284022,0.00004998394,0.0002752598,0.0006032441,0.0004304681,0.00009511599,0.09547555,0.6270031,0.2687871],"study_design_scores_gemma":[0.00003718493,0.00005662773,0.004459216,0.003556957,0.00002610813,0.0005209415,0.003895606,0.001459021,0.0001270357,0.07423221,0.9115434,0.00008563171],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008997784,0.01041091,0.003900273,0.950821,0.005378484,0.00009125748,0.001348217,0.0003003341,0.02684976],"genre_scores_gemma":[0.1626586,0.1188673,0.05132091,0.5221088,0.06276967,0.00132829,0.01013655,0.001056614,0.06975329],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9158262,"threshold_uncertainty_score":0.4451588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2544284839021683,"score_gpt":0.3397323723386932,"score_spread":0.08530388843652492,"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."}}