{"id":"W2316726973","doi":"10.1097/phm.0b013e31820f9677","title":"Resident Selection for a Physical Medicine and Rehabilitation Program","year":2011,"lang":"en","type":"article","venue":"American Journal of Physical Medicine & Rehabilitation","topic":"Medical Education and Admissions","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Division of Graduate Education","keywords":"Inter-rater reliability; Medicine; Rehabilitation; Specialty; Medical education; Reliability (semiconductor); MEDLINE; Best practice; Nursing; Physical therapy; Family medicine; Psychology; Rating scale","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0009260093,0.0002306148,0.000906172,0.0004231843,0.000102885,0.000005513507,0.00009505404,0.00004633795,0.0001746551],"category_scores_gemma":[0.02784223,0.0001490786,0.000235735,0.0007126394,0.001817557,0.0001939392,0.00001475098,0.0003751767,0.000002971469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001315209,"about_ca_system_score_gemma":0.0003621975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001245399,"about_ca_topic_score_gemma":0.000004773279,"domain_scores_codex":[0.9976563,0.0002331092,0.0007888551,0.0003211602,0.0007351349,0.0002654312],"domain_scores_gemma":[0.9929701,0.004016698,0.0006730747,0.0002004662,0.001102893,0.001036771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.00208509,0.002173773,0.004876743,0.0004087325,0.0001214226,0.000002479655,0.07160664,0.000002317664,0.003978416,0.006606493,0.006569363,0.9015685],"study_design_scores_gemma":[0.007483855,0.7237489,0.1516689,0.003367687,0.001240797,0.0001670606,0.05629415,0.003638955,0.0001491348,0.03201214,0.01985302,0.0003753781],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9561121,0.00009476386,0.0009887675,0.04072378,0.000248305,0.00116597,0.000001492087,0.00005881739,0.0006059366],"genre_scores_gemma":[0.9681038,0.000005406317,0.02885861,0.000880516,0.001899819,0.0001168318,0.000007508405,0.0000310555,0.0000964043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9011931,"threshold_uncertainty_score":0.9803467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02729287077140593,"score_gpt":0.3922478820900334,"score_spread":0.3649550113186275,"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."}}