{"id":"W1535407322","doi":"","title":"Debate about our youngest doctor continues","year":2001,"lang":"en","type":"article","venue":"Europe PMC (PubMed Central)","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Graduation (instrument); CONTEST; Queen (butterfly); Ask price; Class (philosophy); Medical education; Computer science; Medicine; Artificial intelligence; Political science; Biology; Engineering; Law; Zoology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.02454523,0.0004989443,0.001504563,0.001348506,0.01771817,0.01176494,0.003388323,0.03603771,0.01738974],"category_scores_gemma":[0.06222062,0.0005749577,0.0009486227,0.001651956,0.02400121,0.01643119,0.008211818,0.0527962,0.006268747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01208048,"about_ca_system_score_gemma":0.03182217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08854908,"about_ca_topic_score_gemma":0.1454752,"domain_scores_codex":[0.9876336,0.003505636,0.000781592,0.001615604,0.003822,0.002641556],"domain_scores_gemma":[0.9515327,0.0154177,0.001772423,0.001037461,0.01062281,0.01961682],"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":[0.00002491465,0.00002445672,0.0007320697,0.0001017651,0.00001133654,0.0002625973,0.005122465,0.00001402645,0.00007835433,0.06287275,0.9117958,0.01895951],"study_design_scores_gemma":[0.00001764663,0.00001908218,0.001030186,0.001023091,0.00001160353,0.0002701792,0.01500261,0.00002303247,0.00004929882,0.01487454,0.9676408,0.00003781166],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003134583,0.002872564,0.00006242325,0.985718,0.008443869,0.000002247051,0.00001733049,0.000007494731,0.002562564],"genre_scores_gemma":[0.01390578,0.005981077,0.0002311992,0.9564013,0.01584093,0.000009895532,0.00003337491,0.00005047306,0.007545955],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08854908,"threshold_uncertainty_score":0.1760674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05046449743767028,"score_gpt":0.3527123494600864,"score_spread":0.3022478520224161,"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."}}