{"id":"W4402799625","doi":"10.1097/01.tp.0001066100.71080.73","title":"401.5: Lung uDCD protocol refinement in partnership with clinical, regulatory, and community stakeholders in New York City.","year":2024,"lang":"en","type":"article","venue":"Transplantation","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"General partnership; Protocol (science); Public administration; Medicine; Political science; Alternative medicine; Pathology; Law","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2213846,0.0008501132,0.0008800661,0.003135709,0.007763121,0.005109968,0.004915061,0.003407978,0.03794079],"category_scores_gemma":[0.1327206,0.001996025,0.001326852,0.002229634,0.003295021,0.003450996,0.009239675,0.003978205,0.005908167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04467474,"about_ca_system_score_gemma":0.1599602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0883101,"about_ca_topic_score_gemma":0.1928074,"domain_scores_codex":[0.8990042,0.07805452,0.009661135,0.002650364,0.00637293,0.004256895],"domain_scores_gemma":[0.8643212,0.05717306,0.007073946,0.01038962,0.0463137,0.01472848],"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":[0.005739867,0.002999082,0.02524333,0.0218672,0.0001598695,0.002067931,0.1370189,0.003756364,0.007666681,0.01839167,0.4774964,0.2975926],"study_design_scores_gemma":[0.003805117,0.00205911,0.06390916,0.01619485,0.0001413586,0.0002818527,0.06210379,0.002230834,0.003309997,0.004995215,0.8406832,0.0002855549],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.04243812,0.001198866,0.03780236,0.0312948,0.001103878,0.8153052,0.01562065,0.001674243,0.0535619],"genre_scores_gemma":[0.0558205,0.0006229269,0.09007643,0.007858879,0.0001511832,0.8258598,0.004327292,0.0002172899,0.01506576],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.2213846,"threshold_uncertainty_score":0.9601713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1615575723547799,"score_gpt":0.4025405407287203,"score_spread":0.2409829683739405,"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."}}