{"id":"W21187287","doi":"10.1007/s12630-010-9402-5","title":"From the front lines: a qualitative study of anesthesiologists’ work and professional values","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Anesthesiology; Pain medicine; Qualitative research; Psychology; Nursing; Competence (human resources); Medicine; Medical education; Social psychology; Anesthesia; Sociology","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":[0.02192624,0.0008172515,0.001359661,0.002529152,0.02740842,0.009647829,0.003050383,0.004011528,0.004123054],"category_scores_gemma":[0.04333048,0.001574318,0.0006010853,0.002515498,0.01654562,0.007275744,0.008417637,0.009815363,0.0004953459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00911984,"about_ca_system_score_gemma":0.01282038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01928106,"about_ca_topic_score_gemma":0.0491673,"domain_scores_codex":[0.9764335,0.01751138,0.0005922972,0.0008852037,0.001447965,0.003129762],"domain_scores_gemma":[0.9246161,0.05946782,0.003648163,0.0009015871,0.004128676,0.007237626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001572975,0.00003007525,0.0008654856,0.00003085695,0.000001597796,0.0001455135,0.9978814,0.000004217108,0.0001732693,0.0001864647,0.000130001,0.0005354684],"study_design_scores_gemma":[0.00000288918,0.00001443029,0.0005184453,0.00003547557,0.000001122226,0.00003737321,0.9980715,0.000009242898,0.00005069294,0.00006027742,0.001193232,0.000005349354],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989815,0.0004911478,0.00110488,0.003493594,0.0001306906,0.0001826006,0.0001049394,0.00001238283,0.004664718],"genre_scores_gemma":[0.9943933,0.0004434676,0.0006658688,0.001738138,0.00003688312,0.0002525549,0.0000426552,0.00003291643,0.002394126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02740842,"threshold_uncertainty_score":0.1159584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04554531195821735,"score_gpt":0.3726994711402058,"score_spread":0.3271541591819884,"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."}}