{"id":"W4406565016","doi":"10.1016/j.ypdi.2013.12.004","title":"10.1016/j.ypdi.2013.12.004","year":2000,"lang":"en","type":"review","venue":"Time to knit","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; United Network for Organ Sharing; Database; Lung; Intensive care medicine; Internal medicine; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005980098,0.00107067,0.001152437,0.002358581,0.0002510049,0.001958655,0.0009529014,0.001588729,0.3824199],"category_scores_gemma":[0.001417989,0.0003160697,0.0008780529,0.002622916,0.0004416679,0.00135166,0.0009005792,0.001254261,0.2538994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00070002,"about_ca_system_score_gemma":0.001185704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001948428,"about_ca_topic_score_gemma":0.001908845,"domain_scores_codex":[0.9997874,0.0000340778,0.00003991834,0.0000363955,0.00007051274,0.00003166969],"domain_scores_gemma":[0.9994742,0.0002042319,0.0001469985,0.00002200613,0.00009676404,0.00005574381],"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":[0.0001734702,0.0000722114,0.0004461781,0.01306542,0.0001538418,0.0001052851,0.00004604082,0.0001118593,0.0003633333,0.002242706,0.06632572,0.916894],"study_design_scores_gemma":[0.00007638455,0.0000631438,0.001054622,0.01042743,0.000207113,0.0008034061,0.00005109178,0.00004966159,0.0001860956,0.001154691,0.985912,0.00001424513],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.001050176,0.9138284,0.0006604546,0.00258324,0.001589245,0.0000724796,0.002385378,0.0003207015,0.07750991],"genre_scores_gemma":[0.008214002,0.8701258,0.002257708,0.002966813,0.001372338,0.0001781582,0.002636895,0.0001099772,0.1121383],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6175801,"threshold_uncertainty_score":0.880903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04161141430587541,"score_gpt":0.3108106042349285,"score_spread":0.2691991899290531,"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."}}