{"id":"W2887051317","doi":"10.2147/jpr.s159422","title":"Medical students&amp;rsquo; perspectives of their clinical comfort and curriculum for acute pain management","year":2018,"lang":"en","type":"article","venue":"Journal of Pain Research","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women and Children’s Health Research Institute; University of Alberta","funders":"University of Alberta","keywords":"Medicine; Curriculum; Medical education; Pain management; Physical therapy; Pedagogy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.09272998,0.0001462639,0.0006041634,0.0007237771,0.0001181812,0.00004286039,0.0007392198,0.0001612168,0.0001197066],"category_scores_gemma":[0.005835805,0.0001033201,0.0002531588,0.0004648193,0.0007928273,0.0000896805,0.0004706187,0.0007576884,0.000002696885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000133362,"about_ca_system_score_gemma":0.0001669766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001295159,"about_ca_topic_score_gemma":0.000008797654,"domain_scores_codex":[0.9935158,0.002079485,0.0009884675,0.0002815064,0.002682448,0.0004523052],"domain_scores_gemma":[0.9951405,0.002521131,0.0003321718,0.0003723507,0.001231444,0.0004024277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008624639,0.001984247,0.582076,0.000466448,0.001784854,0.000231495,0.0008048936,5.944961e-8,0.00008563126,0.0007346729,0.3453578,0.06561143],"study_design_scores_gemma":[0.0188592,0.03977269,0.5083469,0.003718538,0.001681592,0.0003071573,0.04013825,0.005086173,0.000223049,0.01706919,0.3639726,0.000824623],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9088871,0.001266922,0.0771974,0.008976585,0.00014827,0.001811748,0.000008012444,0.00004552758,0.001658448],"genre_scores_gemma":[0.9607093,0.008450717,0.02695356,0.0007776567,0.001816968,0.00004808712,0.000005088026,0.00003824782,0.001200385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08689418,"threshold_uncertainty_score":0.9342254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09010522467350147,"score_gpt":0.5249950540070866,"score_spread":0.4348898293335851,"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."}}