{"id":"W2896575781","doi":"10.1001/jamaoto.2018.1557","title":"Medical Practice Entrepreneurship—Reply","year":2018,"lang":"en","type":"letter","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Otorhinolaryngology; Family medicine; Neurology; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003746069,0.0006784316,0.0008144974,0.0007569351,0.006015564,0.005159229,0.002207023,0.0536612,0.02246507],"category_scores_gemma":[0.02867688,0.0007376503,0.0008968159,0.0009897396,0.003569854,0.006840878,0.002733755,0.03677298,0.01313073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003917625,"about_ca_system_score_gemma":0.008500184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006053903,"about_ca_topic_score_gemma":0.009365932,"domain_scores_codex":[0.9967059,0.0006070333,0.0003851015,0.0004684165,0.001019257,0.0008143394],"domain_scores_gemma":[0.9850228,0.006899164,0.0007839494,0.0004142116,0.0028857,0.003994241],"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":[0.000007856425,0.00001871833,0.0004388698,0.00001456476,0.000002576031,0.0002587076,0.0001134914,0.00001151812,0.00002539881,0.0009905744,0.9944217,0.003696213],"study_design_scores_gemma":[0.00005751855,0.00004339985,0.002049152,0.0002743939,0.000009791417,0.001131477,0.001720417,0.0001935618,0.0001372595,0.003904017,0.9904245,0.00005457278],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002299525,0.0001792502,0.00002306796,0.9918907,0.006165214,0.000005808647,0.00002171422,0.00002336462,0.001460855],"genre_scores_gemma":[0.002663759,0.0003198578,0.00007868675,0.9835301,0.00787871,0.00003851419,0.0000205266,0.00001428311,0.00545544],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0536612,"threshold_uncertainty_score":0.07515317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07002339356837453,"score_gpt":0.4356106701576571,"score_spread":0.3655872765892826,"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."}}