{"id":"W4413369833","doi":"10.1177/20543581251364309","title":"The KRESCENT 2.0 Health Research Training Platform Application Process: Program Report","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Kidney Health and Disease","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kidney Foundation of Canada; University of Alberta; University of British Columbia; University of Prince Edward Island","funders":"","keywords":"Timeline; Medical education; Library science; Principal (computer security); Public relations; Capacity building; Project team; Medicine; Political science; Knowledge management; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06368475,0.0008480343,0.0005912061,0.003890411,0.006974547,0.009463772,0.003644975,0.002426929,0.09868266],"category_scores_gemma":[0.08140198,0.001344442,0.0007047037,0.004170203,0.001555568,0.002841243,0.008813604,0.004077544,0.07509423],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0198798,"about_ca_system_score_gemma":0.1553827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1191884,"about_ca_topic_score_gemma":0.1457244,"domain_scores_codex":[0.9577738,0.01112178,0.00169705,0.002742962,0.01967865,0.006985763],"domain_scores_gemma":[0.8607552,0.0125474,0.00597837,0.006881058,0.07765058,0.03618741],"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":[0.0002218034,0.0007737184,0.002529416,0.0005809727,0.000007908145,0.00008952324,0.001893167,0.0002617999,0.0009339406,0.002308703,0.8429444,0.1474545],"study_design_scores_gemma":[0.000142805,0.0004181353,0.02323257,0.0006498161,0.00001033362,0.0000664141,0.002540767,0.0005282327,0.001214787,0.001036314,0.9700713,0.00008850668],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03358478,0.001450369,0.05276325,0.07184863,0.008086633,0.2128095,0.06309153,0.02078711,0.5355782],"genre_scores_gemma":[0.09075686,0.002719382,0.1388491,0.01779466,0.002572136,0.1748266,0.04983398,0.006224164,0.516423],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9801202,"threshold_uncertainty_score":0.3368012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2264049853764657,"score_gpt":0.5224636077710302,"score_spread":0.2960586223945645,"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."}}