{"id":"W2063148471","doi":"10.1093/bja/85.5.781","title":"Anaesthetists’ attitudes to monitoringinstrument designoptions","year":2000,"lang":"en","type":"article","venue":"British Journal of Anaesthesia","topic":"Healthcare Technology and Patient Monitoring","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"University of Toronto; Canadian Anesthesiologists' Society","keywords":"Context (archaeology); ALARM; Survey instrument; Scale (ratio); Control (management); Survey research; Psychology; Medicine; Applied psychology; Computer science; Engineering; Geography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003269398,0.0001057212,0.0002953519,0.0001821505,0.0001427713,0.00003149723,0.0001459738,0.0001157005,0.0001705454],"category_scores_gemma":[0.00004847619,0.0001180872,0.0001172682,0.0002617877,0.00004852763,0.0001114667,0.000008859736,0.0003841401,0.00007182057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001212481,"about_ca_system_score_gemma":0.0001272499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001294728,"about_ca_topic_score_gemma":0.00001156049,"domain_scores_codex":[0.9988025,0.00005031844,0.0004427581,0.0001338608,0.0002997158,0.000270818],"domain_scores_gemma":[0.9992379,0.00001306465,0.00009484559,0.0001560637,0.0001644607,0.0003336839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00008987789,0.0001685823,0.1150277,0.00002003454,0.00003285779,0.002036168,0.00007626304,0.00003967177,0.00009228563,0.00004239811,0.0007765205,0.8815976],"study_design_scores_gemma":[0.001181112,0.003957181,0.9150705,0.002083767,0.0000866932,0.02034664,0.0001367163,0.000006704248,0.00132891,0.0001119741,0.05544813,0.0002416093],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995978,0.001255242,0.0001180035,0.001805238,0.0001807789,0.0001720737,0.000001597738,0.00005286451,0.000436215],"genre_scores_gemma":[0.9862743,0.002054629,0.01078701,0.0002806854,0.0002999716,0.000005858835,0.000001074922,0.00001940805,0.0002770573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.881356,"threshold_uncertainty_score":0.4815458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02189139396074587,"score_gpt":0.2981277363510315,"score_spread":0.2762363423902857,"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."}}