{"id":"W3161805275","doi":"10.1002/ppul.25588","title":"Tough transitions: Family caregiver experiences with a pediatric long‐term ventilation discharge pathway","year":2021,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; SickKids Foundation; Holland Bloorview Kids Rehabilitation Hospital; Hospital for Sick Children; Toronto Liver Centre; Toronto Rehabilitation Institute","funders":"","keywords":"Thematic analysis; Medicine; Perception; Nursing; Rehabilitation; Qualitative research; Psychology; Physical therapy","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":[],"consensus_categories":[],"category_scores_codex":[0.00008374456,0.0002261929,0.0003445838,0.0002439071,0.0001487798,0.00003057615,0.0001055976,0.0001979514,0.0003146532],"category_scores_gemma":[0.00003048811,0.0001911232,0.0001110874,0.0006531708,0.0000543382,0.0002044379,0.00003841657,0.0002438808,0.00003734504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005675688,"about_ca_system_score_gemma":0.0005083226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000592585,"about_ca_topic_score_gemma":0.00001478941,"domain_scores_codex":[0.9984411,0.00006784076,0.0003229003,0.0004748476,0.0002771739,0.0004161454],"domain_scores_gemma":[0.9991983,0.00004931784,0.000118362,0.0002934058,0.000211092,0.0001295303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004041075,0.0001151326,0.9624608,0.0003024938,0.00006997593,0.002019149,0.03092845,0.000001911104,0.0004202822,0.0001023792,0.0008327993,0.002342549],"study_design_scores_gemma":[0.003177186,0.000594627,0.9811028,0.00004005964,0.0008143692,0.001179375,0.007692703,0.00002864055,0.001702853,0.00006626622,0.002736656,0.0008644634],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915693,0.004246101,0.0004380222,0.000387753,0.0005662732,0.0003015614,0.00004183915,0.0001075888,0.002341524],"genre_scores_gemma":[0.9959148,0.0009750393,0.0006863801,0.0002800347,0.0009689522,0.0001665461,0.0006226347,0.0000253024,0.0003603236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02323575,"threshold_uncertainty_score":0.7793779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01340597612154611,"score_gpt":0.2391268739458111,"score_spread":0.2257208978242649,"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."}}