{"id":"W2092635158","doi":"10.1002/ppul.21364","title":"Resource usage in outpatient care and reimbursement for cystic fibrosis in Germany","year":2010,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Remuneration; Reimbursement; Activity-based costing; Ambulatory care; Cystic fibrosis; Medical prescription; Emergency medicine; Ambulatory; Quarter (Canadian coin); Intensive care medicine; Pediatrics; Surgery; Internal medicine; Health care; Nursing; Finance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002861678,0.0001504272,0.0003377496,0.0005453026,0.00004023274,0.00001196443,0.0001172197,0.0001750232,0.0000337502],"category_scores_gemma":[0.001101158,0.0001407164,0.00004322784,0.0003174747,0.00009296207,0.00005528899,0.0001126892,0.0004770312,0.00001118633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001213961,"about_ca_system_score_gemma":0.0001055212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001365914,"about_ca_topic_score_gemma":0.0005481935,"domain_scores_codex":[0.9984412,0.00005632325,0.0003721986,0.0004200384,0.0001817353,0.0005284625],"domain_scores_gemma":[0.9988981,0.0005269167,0.00007410461,0.0002927372,0.00006175338,0.0001463469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001467168,0.0003922777,0.9315514,0.001171492,0.00001394528,0.000172937,0.001883069,0.0000353197,0.0200682,0.0002538177,0.0007673405,0.04222302],"study_design_scores_gemma":[0.00450052,0.002151059,0.9489986,0.00004729963,0.00007408364,0.00006315984,0.0007408095,0.0008213467,0.0005650994,0.0005421794,0.04122793,0.0002679191],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950296,0.002509158,0.00008299142,0.0006348169,0.0001694382,0.001026165,0.00002945688,0.00002617312,0.0004921716],"genre_scores_gemma":[0.9932893,0.0002362963,0.005662038,0.00007659387,0.0002459617,0.0003050209,0.00003767172,0.00002189347,0.0001252611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0419551,"threshold_uncertainty_score":0.5738248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009238054029103004,"score_gpt":0.2903084213778744,"score_spread":0.2810703673487714,"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."}}