{"id":"W2123028175","doi":"10.1111/j.1440-1800.2011.00575.x","title":"Understanding health decisions using critical realism: home‐dialysis decision‐making during chronic kidney disease","year":2011,"lang":"en","type":"review","venue":"Nursing Inquiry","topic":"Critical Realism in Sociology","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; London Health Sciences Centre","funders":"","keywords":"Dialysis; Kidney disease; Medicine; Conceptualization; Intensive care medicine; Home dialysis; Nursing; Surgery; Internal medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.008857417,0.0008344447,0.001060776,0.002958536,0.001202234,0.004140803,0.001371574,0.003767071,0.001478284],"category_scores_gemma":[0.01820776,0.0003873766,0.001016069,0.003556567,0.009663054,0.007528509,0.003157886,0.004627613,0.0002430212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005225816,"about_ca_system_score_gemma":0.009060455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005994144,"about_ca_topic_score_gemma":0.006889922,"domain_scores_codex":[0.9927427,0.005901172,0.0002763655,0.0001615427,0.0007180184,0.0002002368],"domain_scores_gemma":[0.9795685,0.01810752,0.0009021336,0.0002538099,0.0008698741,0.0002983137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001034923,0.0001223926,0.001476023,0.029151,0.0002528877,0.0006672093,0.04109291,0.002878717,0.000350661,0.3175844,0.02644595,0.5798743],"study_design_scores_gemma":[0.00006377709,0.0001566175,0.004820951,0.05949428,0.0002115149,0.002360014,0.02907849,0.001656366,0.0005491051,0.3451874,0.5562345,0.0001869794],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001615717,0.9689589,0.004166152,0.01474995,0.0006940819,0.00004309646,0.000007752293,0.000009625469,0.009754786],"genre_scores_gemma":[0.06539324,0.9272668,0.003406608,0.002183856,0.0006987167,0.00008999211,0.00001760337,0.000007300635,0.0009358735],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008857417,"threshold_uncertainty_score":0.04684305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4447379145524745,"score_gpt":0.5309918815082949,"score_spread":0.08625396695582044,"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."}}