{"id":"W2478316402","doi":"","title":"Medical Student Summer Clinical Externship in PM&R: a student’s experience","year":2016,"lang":"en","type":"article","venue":"Health professional student journal","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Specialty; Medical school; Medical education; Medicine; Rehabilitation; Psychology; Family medicine; Physical therapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005427701,0.0002680167,0.0007313004,0.0002183501,0.0003586208,0.00003756889,0.0004399602,0.0002576554,0.002132218],"category_scores_gemma":[0.0005328976,0.0001431041,0.0002992452,0.000223755,0.000249294,0.0001862775,0.0002857288,0.001216032,0.0001212869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004967999,"about_ca_system_score_gemma":0.001291266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003339273,"about_ca_topic_score_gemma":0.0001322995,"domain_scores_codex":[0.9922236,0.001264068,0.002038122,0.0005159498,0.003187209,0.0007710416],"domain_scores_gemma":[0.9971542,0.0006126433,0.0004642209,0.000292611,0.0002227531,0.001253587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002631226,0.003891536,0.9460161,0.0001065349,0.00005036929,0.0001461501,0.004464822,2.966078e-7,0.00003493358,0.0002702142,0.003206858,0.04154902],"study_design_scores_gemma":[0.00719592,0.001272674,0.9761134,0.002801634,0.00001262376,0.0001148865,0.006917962,0.000004664951,0.000001152117,0.0001820872,0.005211339,0.0001716241],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9514335,0.001525835,0.0002467728,0.04256981,0.002919391,0.001017764,0.000002258964,0.00002871044,0.0002559189],"genre_scores_gemma":[0.9874413,0.002601741,0.0002293264,0.007239046,0.0009189673,0.0001225506,0.000003385495,0.00003014997,0.001413541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04137739,"threshold_uncertainty_score":0.99878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.085888928373335,"score_gpt":0.5550267333906919,"score_spread":0.4691378050173569,"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."}}