{"id":"W1978901053","doi":"10.2147/copd.s62766","title":"Activity restriction in mild COPD: a challenging clinical problem","year":2014,"lang":"en","type":"review","venue":"International Journal of COPD","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"Pfizer; Boehringer Ingelheim","keywords":"Medicine; COPD; Intensive care medicine; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001813984,0.0003648201,0.001961146,0.001208069,0.00003789296,0.00006076608,0.000668288,0.0003992954,0.0002347343],"category_scores_gemma":[0.0007782214,0.0003016729,0.001147704,0.0003373594,0.0001325904,0.0002515403,0.0001917475,0.002287408,0.00009014997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00183087,"about_ca_system_score_gemma":0.001981016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003878052,"about_ca_topic_score_gemma":0.00001161646,"domain_scores_codex":[0.9951667,0.0005758451,0.001858196,0.000412226,0.001632857,0.000354129],"domain_scores_gemma":[0.9961715,0.0007626886,0.001499191,0.0003103881,0.000903176,0.0003530151],"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":[0.0004544674,0.0007119961,0.001434722,0.004912015,0.0008875991,0.001203379,0.00001989717,0.00001004369,0.000001396225,0.0002872791,0.002312225,0.987765],"study_design_scores_gemma":[0.002403749,0.0002487473,0.01123175,0.02884159,0.0004718542,0.001049564,0.00001746597,0.0001699425,8.323152e-7,0.0002675559,0.9550454,0.0002515405],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001464615,0.9908136,0.0003132299,0.001142527,0.002162503,0.0008124405,0.00004095289,0.00002072998,0.003229366],"genre_scores_gemma":[0.007692456,0.988285,0.0003079828,0.00006839745,0.003068967,0.00002747644,0.00003944174,0.00006534944,0.0004449289],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9875134,"threshold_uncertainty_score":0.9999436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09901579095409743,"score_gpt":0.4570730482550444,"score_spread":0.358057257300947,"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."}}