{"id":"W1926969585","doi":"10.1111/hdi.12176","title":"Home hemodialysis: Beliefs, attitudes, and practice patterns","year":2014,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Home hemodialysis; Hemodialysis; Disadvantage; Family medicine; Intensive care medicine; Nursing; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008081933,0.0002251324,0.0004231396,0.0003624516,0.00009609425,0.000154943,0.0001963519,0.00008121251,0.0005923248],"category_scores_gemma":[0.0006876623,0.0001913964,0.0002816419,0.0002104997,0.00007372582,0.0002415722,0.0001909767,0.000146148,0.0001789371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000967286,"about_ca_system_score_gemma":0.00003373617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000782756,"about_ca_topic_score_gemma":0.00002014226,"domain_scores_codex":[0.9978431,0.0001541967,0.0004168785,0.0005244316,0.0008189248,0.000242477],"domain_scores_gemma":[0.998655,0.0002828656,0.0001810298,0.0004143095,0.0002120711,0.0002547546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002024281,0.005603435,0.4938574,0.0006183946,0.0152175,0.0003779684,0.00163175,0.0005258711,0.004810501,0.04572442,0.0268908,0.4027177],"study_design_scores_gemma":[0.005929179,0.0002645942,0.6607718,0.0002923118,0.003733725,0.0001671269,0.0002805405,0.01059704,0.0004295158,0.001063897,0.3156545,0.0008157548],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6855199,0.001124114,0.0647305,0.04358985,0.00211252,0.00102061,0.0001211428,0.0004491215,0.2013323],"genre_scores_gemma":[0.9892042,0.0004405479,0.003255772,0.004046661,0.0009726926,0.00004433435,0.0003076007,0.00002788671,0.001700271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.401902,"threshold_uncertainty_score":0.7804918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01411588438001962,"score_gpt":0.2887541123862728,"score_spread":0.2746382280062531,"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."}}