{"id":"W4224114292","doi":"10.1080/24745332.2022.2038723","title":"The Canadian Respiratory Research Network (CRRN): Past, present and future","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Respiratory Critical Care and Sleep Medicine","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Ottawa Hospital; Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Respiratory system; Environmental science; Computer science; Medicine; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03435916,0.001473701,0.002244286,0.007039652,0.009242159,0.0146116,0.005956409,0.01135046,0.02262026],"category_scores_gemma":[0.03755165,0.0008281213,0.001379669,0.01372298,0.009098621,0.009299977,0.006543079,0.01017616,0.003782497],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07617273,"about_ca_system_score_gemma":0.3444081,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8261167,"about_ca_topic_score_gemma":0.9293841,"domain_scores_codex":[0.9797507,0.002974474,0.001174788,0.001561445,0.008468193,0.006070268],"domain_scores_gemma":[0.8652233,0.008662404,0.004940718,0.002182288,0.05941034,0.05958093],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002220283,0.00008536061,0.00804538,0.002552009,0.00007923704,0.0001672499,0.0004675206,0.0001932794,0.000191149,0.02344268,0.7587941,0.20576],"study_design_scores_gemma":[0.00006467895,0.00005169832,0.01746702,0.005444566,0.00008553383,0.0001575531,0.00250397,0.0003051704,0.00008812593,0.007667408,0.9660437,0.0001206228],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001196177,0.2679988,0.0005516228,0.6941104,0.01980895,0.00004801216,0.001636586,0.000219877,0.01442958],"genre_scores_gemma":[0.07470947,0.6730683,0.01400449,0.1834929,0.023493,0.0002396365,0.004298678,0.0002883146,0.0264052],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9656408,"threshold_uncertainty_score":0.5526744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04499764219056086,"score_gpt":0.3453476336973248,"score_spread":0.3003499915067639,"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."}}