{"id":"W2799367414","doi":"10.1093/pch/pxx193","title":"Decision-making around gastrostomy tube feeding in children with neurologic impairment: Engaging effectively with families","year":2018,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Family and Disability Support Research","field":"Psychology","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Paediatric Society","funders":"","keywords":"Gastrostomy; Gastrostomy tube; Intervention (counseling); Tube (container); Medicine; Feeding tube; Intensive care medicine; Psychology; Nursing; Surgery; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002406827,0.0004093901,0.0005452921,0.0007171663,0.0007727813,0.0001004791,0.0004391119,0.0001559108,0.0001291749],"category_scores_gemma":[0.0002469645,0.0003116841,0.00008112801,0.001637313,0.0004054779,0.0002407155,0.000173489,0.001271447,0.0001328144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003035732,"about_ca_system_score_gemma":0.0003259333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00122395,"about_ca_topic_score_gemma":0.0007616778,"domain_scores_codex":[0.9955267,0.0006056991,0.0005629096,0.001079831,0.000692337,0.001532562],"domain_scores_gemma":[0.9975724,0.001102437,0.0002363423,0.0006226738,0.0001270814,0.0003390862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009406802,0.000444852,0.9758729,0.00004591466,0.00004087411,0.00002694456,0.003708224,0.00004454313,0.000001336903,0.0002614773,0.0003267233,0.01828552],"study_design_scores_gemma":[0.002301071,0.003985819,0.9891595,0.00009880076,0.00002025476,0.0002221182,0.003431327,0.00007126368,0.000002149227,0.0003066792,0.0001039984,0.0002970812],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911133,0.000734056,0.001309406,0.0007511862,0.0002847821,0.001517033,0.00003103572,0.0001554677,0.004103711],"genre_scores_gemma":[0.9955104,0.00006981936,0.001620413,0.001867242,0.0007336189,0.0001058678,0.00002121793,0.00006235172,0.000009080951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01798844,"threshold_uncertainty_score":0.9999335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01491447874656986,"score_gpt":0.3212395212323854,"score_spread":0.3063250424858155,"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."}}