{"id":"W3165606540","doi":"10.1136/annrheumdis-2021-eular.1510","title":"POS1449 SEGMENTED SHORT-FORMAT ONLINE EDUCATION SIGNIFICANTLY INCREASES PREDICTION, PROGNOSIS, AND MANAGEMENT OF FIBROSING INTERSTITIAL LUNG DISEASE ASSOCIATED WITH CONNECTIVE TISSUE DISEASE","year":2021,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Pulmonologists; Interstitial lung disease; Competence (human resources); Connective tissue disease; Connective tissue; Internal medicine; Disease; Idiopathic pulmonary fibrosis; Physical therapy; Lung; Pathology; Intensive care medicine; Autoimmune disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004405338,0.0003914885,0.000406677,0.0004153168,0.000227806,0.0006825227,0.0003059267,0.0006334287,0.02166618],"category_scores_gemma":[0.0033772,0.00008882146,0.0004040932,0.0003867134,0.0001048889,0.0006918714,0.0004041069,0.0006694424,0.003030021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001809513,"about_ca_system_score_gemma":0.000269043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00119507,"about_ca_topic_score_gemma":0.001608086,"domain_scores_codex":[0.9996856,0.0001207972,0.0000293928,0.00005604893,0.00005977369,0.00004831075],"domain_scores_gemma":[0.9981585,0.0006422008,0.0004529267,0.00008692186,0.0001939965,0.0004654858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01784585,0.01076598,0.5803018,0.0005931361,0.000393678,0.000393545,0.0002244303,0.0008542464,0.005263319,0.0002195266,0.02249626,0.3606482],"study_design_scores_gemma":[0.0006155976,0.007399264,0.9760507,0.0001784697,0.0002998787,0.0003648718,0.0003198409,0.004368793,0.001886535,0.0006622499,0.007807853,0.00004590214],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9873025,0.0008890875,0.0003891243,0.0008128429,0.0003288203,0.00006159131,0.002127011,0.0002028682,0.007886178],"genre_scores_gemma":[0.9901428,0.000389489,0.001178101,0.0004203752,0.0002513514,0.00005100922,0.001717192,0.00002234582,0.005827371],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02166618,"threshold_uncertainty_score":0.07248056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01947658914560412,"score_gpt":0.2915414509765177,"score_spread":0.2720648618309136,"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."}}