{"id":"W2954792291","doi":"10.3899/jrheum.180955","title":"Some Clinicians Speak about Career-long Learning When Life Gets Real","year":2019,"lang":"en","type":"editorial","venue":"The Journal of Rheumatology","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University Health Network","funders":"","keywords":"Medicine; Lifelong learning; Medical education; Family medicine; Certification; Psychology; Management; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01228191,0.001050813,0.0009255256,0.001159741,0.01443292,0.007969975,0.001974097,0.01949516,0.01996109],"category_scores_gemma":[0.0652908,0.0008750749,0.000916218,0.001357803,0.01198922,0.01134707,0.009402938,0.02179134,0.009408798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004281045,"about_ca_system_score_gemma":0.006828038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004902062,"about_ca_topic_score_gemma":0.01107021,"domain_scores_codex":[0.9835981,0.007660524,0.0008930191,0.001103559,0.004748437,0.00199647],"domain_scores_gemma":[0.9371225,0.02994972,0.006132158,0.002920798,0.0107457,0.01312902],"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":[0.00004991159,0.00007293938,0.002436965,0.0005087395,0.00002674144,0.00172502,0.02353527,0.00005196987,0.0006275139,0.005785289,0.9293553,0.03582427],"study_design_scores_gemma":[0.0000221105,0.00005730911,0.001090103,0.0008158214,0.000009871392,0.002425141,0.0323142,0.0000362576,0.0001859393,0.003898471,0.9590948,0.00005016502],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.002834396,0.009062566,0.001081766,0.9458878,0.02385789,0.00004191271,0.00002717529,0.0001568139,0.01704965],"genre_scores_gemma":[0.0293146,0.007801081,0.001299398,0.9387825,0.009858946,0.0001037246,0.00003449414,0.0001580761,0.01264721],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01996109,"threshold_uncertainty_score":0.06677651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01744012023317526,"score_gpt":0.3288314970631088,"score_spread":0.3113913768299335,"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."}}