{"id":"W174326141","doi":"","title":"Survey of management of management of IPF in Canada.","year":2014,"lang":"en","type":"article","venue":"18th International Colloquium on Lung and Airway Fibrosis","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Family medicine; Multidisciplinary approach; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009974526,0.000210376,0.0002503882,0.001134225,0.002290212,0.0006892945,0.0007800185,0.0005777949,0.002887403],"category_scores_gemma":[0.004676129,0.000265695,0.0002283764,0.003243781,0.0006365299,0.0003319602,0.000613526,0.0006037715,0.0004480166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02712376,"about_ca_system_score_gemma":0.04228912,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9774351,"about_ca_topic_score_gemma":0.98376,"domain_scores_codex":[0.9982265,0.0001336562,0.0002020951,0.0001712112,0.0008891682,0.0003775134],"domain_scores_gemma":[0.9927912,0.00050171,0.001226144,0.00006766296,0.003533728,0.001879588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001282983,0.0001380695,0.9467475,0.0006689429,0.00003025224,0.0004993867,0.004073027,0.0001435736,0.0006382791,0.0001641352,0.01843526,0.0283333],"study_design_scores_gemma":[0.00001195544,0.00009492262,0.9861746,0.0001140895,0.000007424038,0.0001813038,0.004172585,0.0001640705,0.00006497133,0.00001376766,0.008984711,0.00001556161],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9507254,0.004040199,0.0002986793,0.01069979,0.00008708452,0.000907037,0.02040959,0.00006804436,0.01276415],"genre_scores_gemma":[0.9837599,0.003702012,0.000949822,0.003197293,0.00004157761,0.0002074979,0.003716523,0.00001066196,0.004414705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02712376,"threshold_uncertainty_score":0.1967975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009447908864020412,"score_gpt":0.2482014674241116,"score_spread":0.2387535585600912,"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."}}