{"id":"W4405196797","doi":"10.1111/hdi.13192","title":"Dialysis <scp>Jeopardy</scp>!","year":2024,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dialysis; Nephrology; Hemodialysis; Primary care; Internal medicine; Event (particle physics); Family medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0007386682,0.0002991166,0.0002771431,0.000358765,0.002997581,0.00263821,0.0003576386,0.001546135,0.1346685],"category_scores_gemma":[0.004753774,0.0001527507,0.0003876677,0.0002131719,0.0007856259,0.001258075,0.001831293,0.002727747,0.02828571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007521656,"about_ca_system_score_gemma":0.0008600164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002328329,"about_ca_topic_score_gemma":0.005912274,"domain_scores_codex":[0.9996383,0.00008853457,0.00001872834,0.00002731183,0.0001388392,0.0000882504],"domain_scores_gemma":[0.9978405,0.0003051991,0.0001839892,0.000133536,0.000620788,0.0009158326],"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":[0.00001814769,0.00001478161,0.0006016679,0.00003196968,0.000003545814,0.0001444884,0.0001049874,0.000008302003,0.00007813753,0.0004870165,0.9861437,0.01236323],"study_design_scores_gemma":[0.00001352531,0.00002850412,0.002255709,0.00008844372,0.000005753087,0.001090886,0.0004888382,0.0000279587,0.0002514266,0.0007630919,0.9949726,0.00001332248],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0184055,0.008388923,0.002257562,0.3684548,0.0749159,0.000122161,0.001334757,0.00286362,0.5232568],"genre_scores_gemma":[0.1296666,0.008303833,0.002684586,0.216586,0.03038372,0.0001310205,0.001048437,0.001358161,0.6098377],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1346685,"threshold_uncertainty_score":0.4505111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01401954499941848,"score_gpt":0.2793336827972236,"score_spread":0.2653141377978051,"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."}}