{"id":"W2074296657","doi":"10.1111/j.1479-8077.2005.00141.x","title":"Developing rheumatology in the Asia‐Pacific region: it starts with our medical students","year":2005,"lang":"en","type":"article","venue":"APLAR Journal of Rheumatology","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Curriculum; Medical education; Rheumatology; Family medicine; Medical school; Internal medicine; Psychology; Pedagogy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00857783,0.000727121,0.001068103,0.001234481,0.01517344,0.01081591,0.001730705,0.00784504,0.009884204],"category_scores_gemma":[0.01648992,0.001045944,0.0007888151,0.001549106,0.007412281,0.01047017,0.01578749,0.01548963,0.003213943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004482912,"about_ca_system_score_gemma":0.03451634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01677404,"about_ca_topic_score_gemma":0.03092675,"domain_scores_codex":[0.9909275,0.003807019,0.000391754,0.000404366,0.001397269,0.003072286],"domain_scores_gemma":[0.9638953,0.002387203,0.002483951,0.0004248595,0.0032471,0.02756161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008795047,0.00139657,0.1202405,0.002269387,0.00008506358,0.006691694,0.2971094,0.0001032681,0.002031576,0.006797241,0.3652878,0.1978995],"study_design_scores_gemma":[0.00008291106,0.0009083287,0.07381514,0.004910835,0.00008602225,0.003714613,0.4769785,0.00006965278,0.0007769199,0.004838475,0.4336466,0.000171974],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1024989,0.02611645,0.0009692442,0.8261085,0.007986996,0.0003341761,0.0001082035,0.0002040362,0.03567344],"genre_scores_gemma":[0.4492781,0.04828583,0.007796705,0.4628471,0.007185526,0.0006080323,0.0001687569,0.0002135243,0.0236164],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01677404,"threshold_uncertainty_score":0.04536438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01529142675632915,"score_gpt":0.3125419855454147,"score_spread":0.2972505587890856,"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."}}