{"id":"W6960924542","doi":"10.1371/journal.pone.0301334.s001","title":"COPD care pathway program cost.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Wheat and Barley Genetics and Pathology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"COPD; Exacerbation; Care pathway; Health care; Pulmonary disease; Disease; Clinical pathway; Intervention (counseling)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001357299,0.0003279549,0.0002798086,0.001402882,0.0006091351,0.001613211,0.0008052553,0.0006065278,0.07177753],"category_scores_gemma":[0.01376304,0.0002473529,0.0007995135,0.002068565,0.0002009436,0.000762105,0.001196108,0.001374856,0.007895648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009897316,"about_ca_system_score_gemma":0.01419566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1327002,"about_ca_topic_score_gemma":0.1863854,"domain_scores_codex":[0.9976071,0.000656189,0.0002791876,0.000289839,0.0007933408,0.0003742901],"domain_scores_gemma":[0.9941484,0.0009031283,0.001099753,0.000209958,0.00179888,0.001839872],"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":[0.0005865346,0.0002847655,0.06492765,0.001253908,0.0002688518,0.0001419851,0.0001237474,0.001904042,0.0001323793,0.006978818,0.6676526,0.2557447],"study_design_scores_gemma":[0.001639334,0.000611347,0.2659644,0.002015115,0.0003084638,0.0005648781,0.0006510012,0.007336249,0.0003749538,0.005957742,0.7145052,0.00007138376],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.08060929,0.004126067,0.002459446,0.04124159,0.001977987,0.004639458,0.4660271,0.001204419,0.3977146],"genre_scores_gemma":[0.5760064,0.006043202,0.01038281,0.01828849,0.001073427,0.006103321,0.2425241,0.0004901162,0.1390881],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1327002,"threshold_uncertainty_score":0.2638556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03968068192464247,"score_gpt":0.2595446169444707,"score_spread":0.2198639350198283,"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."}}