{"id":"W2414964106","doi":"","title":"[How family physicians estimate their knowledge and skills in musculoskeletal problems?].","year":2011,"lang":"en","type":"article","venue":"PubMed","topic":"","field":"","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Orthopedic surgery; Family medicine; Rehabilitation; Physical therapy; Musculoskeletal disorder; Musculoskeletal disease; Human factors and ergonomics; Medical emergency; Internal medicine; Surgery; Poison control; Disease","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":[0.002476547,0.0003239006,0.0005218787,0.001366434,0.0003568296,0.001121724,0.0006605089,0.001252538,0.005396494],"category_scores_gemma":[0.02279919,0.0001834103,0.0006185212,0.001494285,0.0003902573,0.002041886,0.0005864187,0.0006731434,0.00141513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007389879,"about_ca_system_score_gemma":0.0008682428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00962614,"about_ca_topic_score_gemma":0.008078402,"domain_scores_codex":[0.9983042,0.0006655281,0.0002585032,0.0001944081,0.0004863,0.00009110724],"domain_scores_gemma":[0.9933622,0.002146794,0.002533519,0.0001377331,0.001504622,0.0003151045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009723392,0.00007279193,0.7812251,0.001914742,0.0002878142,0.0002147942,0.001520269,0.0001833983,0.00009537234,0.0002010781,0.02625234,0.1879351],"study_design_scores_gemma":[0.00003193313,0.0002060023,0.973958,0.002910331,0.0002417014,0.002126969,0.00262276,0.0004191084,0.0000704421,0.0003922558,0.01698022,0.00004030048],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5442131,0.3378727,0.003172959,0.04428492,0.002579086,0.0003954604,0.01913298,0.0002206012,0.04812819],"genre_scores_gemma":[0.9483389,0.04100901,0.002086335,0.003409171,0.0006035158,0.0001822037,0.002416821,0.00001203562,0.001942052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00962614,"threshold_uncertainty_score":0.01914024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0270442286529455,"score_gpt":0.2318584824070579,"score_spread":0.2048142537541124,"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."}}