{"id":"W4405177812","doi":"10.29390/001c.126973","title":"Highlighting the year’s most transformative research as voted by the editorial board: Exploring knowledge gaps and research needs in respiratory therapy","year":2024,"lang":"en","type":"editorial","venue":"Canadian Journal of Respiratory Therapy","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Transformative learning; Political science; Editorial board; Engineering ethics; Sociology; Environmental ethics; Library science; Pedagogy; Engineering; Philosophy; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.03723495,0.004850653,0.008820739,0.007695931,0.0109163,0.02697953,0.008023914,0.05074511,0.01161072],"category_scores_gemma":[0.1096444,0.001970333,0.005712574,0.004166503,0.007541986,0.009590211,0.004984688,0.04852004,0.006885326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01227564,"about_ca_system_score_gemma":0.0268597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007596078,"about_ca_topic_score_gemma":0.02264929,"domain_scores_codex":[0.9603378,0.008102108,0.005653949,0.003303727,0.01906469,0.003537687],"domain_scores_gemma":[0.825211,0.05778303,0.008715046,0.003043434,0.07065962,0.03458789],"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":[0.00004667691,0.00002152514,0.00005313824,0.0003213098,0.00002960885,0.00009387713,0.00005211672,0.00001709323,0.00004661734,0.0002569496,0.9962054,0.002855675],"study_design_scores_gemma":[0.0003633671,0.0001279375,0.0007787464,0.002611409,0.000280892,0.0003540227,0.0007065865,0.0003064595,0.0002014673,0.001732152,0.9924276,0.0001092666],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002378592,0.002016301,0.00004137237,0.06823748,0.9293626,0.00001511847,0.00002150123,0.00001865813,0.0002631121],"genre_scores_gemma":[0.0003582105,0.001932863,0.00009619457,0.04354663,0.9522561,0.00002764004,0.0000171995,0.00002703029,0.0017381],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.05074511,"threshold_uncertainty_score":0.1969196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1328813301645677,"score_gpt":0.4086153676475121,"score_spread":0.2757340374829443,"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."}}