{"id":"W2950046180","doi":"10.2147/copd.s204391","title":"&lt;p&gt;Patient registries for home oxygen research and evaluation&lt;/p&gt;","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2148589,0.001153744,0.002940163,0.004165307,0.001950596,0.008099858,0.003468393,0.004581967,0.06076613],"category_scores_gemma":[0.4313502,0.001324089,0.002936179,0.008057638,0.003055942,0.007072172,0.005808841,0.004970728,0.01573118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003878772,"about_ca_system_score_gemma":0.02837661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003375558,"about_ca_topic_score_gemma":0.003640913,"domain_scores_codex":[0.6680144,0.2872984,0.0204764,0.006388993,0.0158727,0.001949153],"domain_scores_gemma":[0.3913162,0.3327712,0.09485637,0.1101576,0.05857576,0.01232277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0120717,0.001129656,0.01520835,0.01679425,0.003545856,0.0001536912,0.000595453,0.0014805,0.0004626753,0.100165,0.3408108,0.5075821],"study_design_scores_gemma":[0.0379939,0.005645243,0.03335854,0.02788766,0.0033926,0.0005504761,0.0006376749,0.007478992,0.003062251,0.06757254,0.8121096,0.0003104065],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0186357,0.02695478,0.2757764,0.1081552,0.01727892,0.2241665,0.09492351,0.005279112,0.2288299],"genre_scores_gemma":[0.1477706,0.01200193,0.421124,0.03653318,0.007950776,0.3131246,0.03103963,0.002208743,0.02824648],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2148589,"threshold_uncertainty_score":0.9682187,"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."}}