{"id":"W2950046180","doi":"10.2147/copd.s204391","title":"<p>Patient registries for home oxygen research and evaluation</p>","year":2019,"lang":"en","type":"article","venue":"International Journal of COPD","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Randomized controlled trial; Observational study; Representativeness heuristic; Clinical trial; Psychological intervention; Research design; Population; Clinical research; Intensive care medicine; Family medicine; Nursing; Environmental health; Surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001123908,0.00008502386,0.0002635432,0.0003175439,0.00002943316,0.00003271483,0.0001865138,0.00005783696,0.0002255123],"category_scores_gemma":[0.001022108,0.00006860435,0.0001002582,0.0001014946,0.0001055775,0.0001572473,0.00005193193,0.0001484335,0.00001700572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001845045,"about_ca_system_score_gemma":0.0003323488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005313352,"about_ca_topic_score_gemma":0.000005902637,"domain_scores_codex":[0.9977434,0.00006373857,0.0004571893,0.0001229523,0.001473528,0.0001392508],"domain_scores_gemma":[0.9940183,0.0005134727,0.0003104658,0.0001202331,0.004942591,0.00009494862],"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":[0.01694062,0.001610532,0.2026759,0.0007383832,0.004835867,0.0002979289,0.01773408,0.0004097945,0.2036687,0.04930042,0.3402722,0.1615156],"study_design_scores_gemma":[0.00717844,0.003055492,0.03534923,0.002214534,0.0001284165,0.0002332268,0.0008644498,0.0009561656,0.01736125,0.009798245,0.9226845,0.0001760517],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830459,0.0066138,0.0002309584,0.003880836,0.0008437416,0.0003120528,0.00003392513,0.000004346845,0.005034444],"genre_scores_gemma":[0.9950423,0.001032803,0.001790873,0.0001487684,0.0004754185,0.000009146109,0.00002301932,0.00001220527,0.001465499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5824124,"threshold_uncertainty_score":0.2797604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2015786362302995,"score_gpt":0.4874537695453751,"score_spread":0.2858751333150756,"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."}}