{"id":"W3165258075","doi":"10.1016/j.ccm.2021.03.014","title":"Looking Ahead","year":2021,"lang":"en","type":"review","venue":"Clinics in Chest Medicine","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"National Institutes of Health","keywords":"Medicine; Intensive care medicine; Interstitial lung disease; Disease; Pathology; Lung; Internal medicine","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":[0.0009375312,0.001084953,0.00167513,0.002881108,0.0005072494,0.002770358,0.001011742,0.002844722,0.1229892],"category_scores_gemma":[0.003201809,0.0003691069,0.0007818529,0.001816763,0.0004570523,0.003676213,0.002161806,0.003491599,0.05776635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000800084,"about_ca_system_score_gemma":0.002951381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001406183,"about_ca_topic_score_gemma":0.004179872,"domain_scores_codex":[0.9995013,0.0001041978,0.00005742915,0.00006048906,0.0001882785,0.00008826693],"domain_scores_gemma":[0.9985152,0.0003509586,0.0002148747,0.00004923488,0.0004579322,0.0004118067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000582196,0.00002948957,0.00006763246,0.005624492,0.00002726546,0.00006682348,0.00003481819,0.00008548892,0.0002810796,0.001886469,0.5389345,0.4529037],"study_design_scores_gemma":[0.00002854807,0.00003352179,0.0002115902,0.003484156,0.00003235463,0.0001345215,0.00003139252,0.00001882505,0.00002299899,0.0008276768,0.9951664,0.000007927928],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001331793,0.9083374,0.0004443465,0.0186775,0.04473145,0.00005131601,0.0003134557,0.0001526251,0.0271587],"genre_scores_gemma":[0.00137942,0.8505607,0.000794119,0.04397985,0.03613093,0.00007774752,0.0005755199,0.00005534734,0.06644637],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1229892,"threshold_uncertainty_score":0.4114398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09987844811077319,"score_gpt":0.4389566435874847,"score_spread":0.3390781954767115,"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."}}