{"id":"W4244116190","doi":"10.21203/rs.3.rs-420792/v1","title":"Medical Treatments for Idiopathic Pulmonary Fibrosis: a Protocol for a Systematic Review and Network Meta-analysis","year":2021,"lang":"en","type":"review","venue":"Research Square","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; University of Ottawa; Dalhousie University; McMaster University","funders":"","keywords":"Meta-analysis; Medicine; Randomized controlled trial; MEDLINE; Systematic review; Idiopathic pulmonary fibrosis; Protocol (science); Intensive care medicine; Physical therapy; Internal medicine; Alternative medicine; Pathology; Lung","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":[0.06776272,0.004972399,0.01623737,0.01118842,0.002444649,0.005270196,0.004637851,0.004626586,0.06239233],"category_scores_gemma":[0.1118217,0.00378176,0.02886452,0.01178918,0.002570862,0.004658885,0.003920784,0.00631537,0.005132733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01100264,"about_ca_system_score_gemma":0.03093667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007074073,"about_ca_topic_score_gemma":0.01417223,"domain_scores_codex":[0.9648182,0.01761802,0.01080545,0.002626507,0.003189707,0.0009420699],"domain_scores_gemma":[0.9503211,0.0257598,0.007991878,0.006179377,0.008612316,0.001135587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.007569893,0.0002279058,0.001041885,0.9023876,0.02244699,0.000374746,0.0008736523,0.002316617,0.0009971763,0.004306177,0.03246165,0.02499569],"study_design_scores_gemma":[0.07583646,0.002479948,0.009771419,0.5011318,0.13184,0.0006293767,0.001235561,0.006326423,0.002497658,0.02739478,0.2400129,0.0008436327],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0007535978,0.006523798,0.006159282,0.0008857206,0.0004951443,0.9677638,0.01618085,0.0003616317,0.0008762227],"genre_scores_gemma":[0.0008055659,0.001407946,0.006971164,0.0001898685,0.00002077448,0.9891388,0.001112347,0.00002223558,0.0003314035],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06776272,"threshold_uncertainty_score":0.3583678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2007141638725669,"score_gpt":0.5048773109374155,"score_spread":0.3041631470648486,"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."}}