{"id":"W2188613511","doi":"","title":"Disproportion of economic impact, research achievements and research support in digestive diseases in Canada.","year":2001,"lang":"en","type":"article","venue":"PubMed","topic":"Nutrition, Health, and Society Studies","field":"Agricultural and Biological Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Government (linguistics); Medicine; Activity-based costing; Indirect costs; Productivity; Medical research; Mental health; Disease; Economic impact analysis; Economic growth; Business; Pathology; Psychiatry; Accounting","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001183555,0.00005475237,0.0001380429,0.00003372636,0.00014171,0.00001475816,0.00009036176,0.00003112106,0.00002205727],"category_scores_gemma":[0.0001105346,0.0000243436,0.0000193675,0.0003665434,0.0001260091,0.00009315922,0.00006283962,0.0001543685,7.666952e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008282927,"about_ca_system_score_gemma":0.0001640979,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8205578,"about_ca_topic_score_gemma":0.9520695,"domain_scores_codex":[0.9986304,0.0001915457,0.0002053397,0.0001917286,0.0002741182,0.0005068491],"domain_scores_gemma":[0.9994211,0.0003165242,0.00003122305,0.00003110762,0.00007124868,0.000128751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005399468,0.00006155053,0.9673387,0.00001247445,0.000003768292,0.000005495348,0.0000985065,0.000001207327,0.00002607182,0.00002305232,0.001174384,0.03120073],"study_design_scores_gemma":[0.0001643396,0.00005420606,0.9963276,0.000009189102,8.033591e-7,5.769159e-7,0.001804524,0.000005459227,0.00001730574,0.0006860335,0.0008852927,0.00004465022],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959623,0.0004068377,8.793066e-9,0.002652782,0.00002580898,0.0005490319,0.00006039861,0.000002945367,0.0003398817],"genre_scores_gemma":[0.9968955,0.002559629,7.830443e-7,0.00001908604,0.00005465889,0.0003218282,0.00002482626,5.249085e-7,0.0001232006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1315117,"threshold_uncertainty_score":0.2165956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09161260337245784,"score_gpt":0.3429469732823163,"score_spread":0.2513343699098584,"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."}}