{"id":"W4414158386","doi":"10.1097/aln.0000000000005593","title":"This Is The Way","year":2025,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Organ and Tissue Transplantation Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Shower; MEDLINE; Spoken language; English language","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":[0.008223344,0.0009724934,0.0008556862,0.001348274,0.009517405,0.01915892,0.002004106,0.006842779,0.09718616],"category_scores_gemma":[0.02643751,0.0006225725,0.0008894484,0.0007765641,0.01260608,0.01765431,0.01198719,0.01585847,0.0844936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003069387,"about_ca_system_score_gemma":0.01194135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009291269,"about_ca_topic_score_gemma":0.01377515,"domain_scores_codex":[0.9890218,0.003692097,0.000494639,0.001483668,0.003875747,0.001432121],"domain_scores_gemma":[0.9841936,0.001730094,0.0006355167,0.00251575,0.006322767,0.004602228],"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":[0.00003285259,0.00007209647,0.0009213891,0.0001212805,0.00002651684,0.0001937424,0.008686619,0.0000295268,0.000570635,0.1425472,0.7621925,0.08460551],"study_design_scores_gemma":[0.000007196654,0.00001170273,0.0001750456,0.0001413384,0.000006153042,0.0001364115,0.004128986,0.00001119745,0.00008545208,0.01644578,0.9788343,0.00001647472],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.001913942,0.006399136,0.0101549,0.5154383,0.05675132,0.00008604595,0.0002198317,0.000919225,0.4081174],"genre_scores_gemma":[0.0411827,0.004592883,0.007769247,0.2884119,0.009599172,0.000200222,0.000325235,0.0015817,0.6463368],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.09718616,"threshold_uncertainty_score":0.3251201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02309427880561803,"score_gpt":0.3295807291786291,"score_spread":0.306486450373011,"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."}}