{"id":"W2052916173","doi":"10.1007/s12445-012-0055-1","title":"COPD: individuele actieplannen werken!","year":2012,"lang":"nl","type":"article","venue":"Huisarts en Wetenschap","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Gynecology","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00147478,0.0009847686,0.001236148,0.0005812958,0.0004902623,0.000149262,0.0007426192,0.0007081038,0.03251692],"category_scores_gemma":[0.0007594281,0.0009704106,0.0005576987,0.0006499535,0.0007058019,0.0008591368,0.0007520568,0.001768807,0.03800824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001178665,"about_ca_system_score_gemma":0.0008792517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004311182,"about_ca_topic_score_gemma":0.00002135424,"domain_scores_codex":[0.9919245,0.0006609468,0.0009317318,0.001149861,0.002072947,0.003259969],"domain_scores_gemma":[0.9943109,0.0007009468,0.000335015,0.001773589,0.0003909658,0.002488594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00187311,0.004179754,0.4731064,0.003558507,0.002372555,0.001585411,0.007219157,0.00001950762,0.005620052,0.00788446,0.4617724,0.03080869],"study_design_scores_gemma":[0.003325195,0.0002815794,0.4070768,0.0004756573,0.0006926978,0.0003659296,0.002600109,0.0003111533,0.00124067,0.0001397733,0.5825384,0.0009519961],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7101758,0.0622857,0.00005661157,0.006260547,0.007979285,0.003515622,0.0009783877,0.0004996926,0.2082484],"genre_scores_gemma":[0.91926,0.0009563629,0.0002612166,0.00112024,0.007258379,0.0001236276,0.00035663,0.0002679735,0.07039554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2090843,"threshold_uncertainty_score":0.9992746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02926563327904596,"score_gpt":0.3042410653779824,"score_spread":0.2749754320989364,"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."}}