{"id":"W4410488802","doi":"10.1016/j.neuchi.2025.101684","title":"Understanding the meaning of care trials and why they are essential to good practice: An example from ISAT-2 on ruptured aneurysms","year":2025,"lang":"en","type":"review","venue":"Neurochirurgie","topic":"Aortic aneurysm repair treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta Hospital; Health Sciences Centre; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Meaning (existential); Medicine; General surgery; Intensive care medicine; Psychotherapist; Psychology","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":[0.0006288247,0.0007285221,0.00338076,0.0003044156,0.0002367498,0.00009655902,0.0004592334,0.0003584044,0.00004726492],"category_scores_gemma":[0.003415443,0.0004568579,0.0005978175,0.0003624096,0.00008414596,0.0001208978,0.0003098346,0.0007299225,0.000009075381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000267655,"about_ca_system_score_gemma":0.0004817315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005197593,"about_ca_topic_score_gemma":0.0001152069,"domain_scores_codex":[0.9948679,0.001573778,0.001286448,0.001101778,0.0007684371,0.0004017267],"domain_scores_gemma":[0.9909989,0.005515128,0.001348543,0.001744477,0.0001287982,0.0002641001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01353584,0.004899644,0.0005889579,0.1124762,0.01470284,0.01248746,0.0523103,0.0001370479,0.0004272362,0.01180636,0.0215563,0.7550718],"study_design_scores_gemma":[0.008846437,0.005450482,0.0002198257,0.0641544,0.05534621,0.0009592299,0.0202218,0.0000213306,0.0001364773,0.001194415,0.8417299,0.001719442],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007519987,0.9853882,0.0003796804,0.0006848049,0.001066519,0.005587279,0.0003850213,0.000202885,0.005553619],"genre_scores_gemma":[0.01846147,0.9773703,0.0006780109,0.001783493,0.0006738809,0.0001905406,0.0004330391,0.0001848719,0.0002244098],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8201736,"threshold_uncertainty_score":0.9997883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1814483420169269,"score_gpt":0.3921148979749252,"score_spread":0.2106665559579983,"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."}}