{"id":"W4318159619","doi":"10.34067/kid.0000000000000021","title":"A Midterm Analysis of Kidney360","year":2023,"lang":"en","type":"editorial","venue":"Kidney360","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Computer science","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":[0.05347026,0.0007461986,0.0009579787,0.02069787,0.005050614,0.02013897,0.001991404,0.001748379,0.01665802],"category_scores_gemma":[0.153626,0.0006492182,0.001568056,0.02076454,0.001669796,0.008715091,0.006974705,0.00364781,0.01117526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008125774,"about_ca_system_score_gemma":0.01926853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005684934,"about_ca_topic_score_gemma":0.008070851,"domain_scores_codex":[0.9318431,0.009518404,0.008017823,0.00272434,0.04299572,0.004900596],"domain_scores_gemma":[0.6505563,0.03628013,0.04199795,0.007516188,0.2004534,0.06319603],"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":[0.001606375,0.000349376,0.08977742,0.004955207,0.0004902464,0.001345184,0.008906123,0.0002742931,0.004295014,0.03229466,0.5533789,0.3023271],"study_design_scores_gemma":[0.00003803283,0.00058166,0.1710734,0.002326623,0.0001236877,0.001827333,0.005277228,0.0004267528,0.001693048,0.004728235,0.8117132,0.0001908675],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.2290072,0.1799977,0.01527152,0.2664071,0.05828677,0.001168443,0.03858927,0.001693446,0.2095786],"genre_scores_gemma":[0.6082838,0.09870251,0.02647942,0.06838468,0.04915663,0.001867415,0.0380814,0.003172587,0.1058716],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.05347026,"threshold_uncertainty_score":0.2827812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01146017970140139,"score_gpt":0.3132399091026057,"score_spread":0.3017797294012043,"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."}}