{"id":"W4249549613","doi":"10.29173/hsi281","title":"Spotlight on Careers: Dr. Thomas Durcan","year":2018,"lang":"en","type":"article","venue":"Health Science Inquiry","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Management; Sociology; Economics","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":[0.003293125,0.0008790943,0.0007036452,0.001052561,0.004750436,0.004648689,0.001350074,0.005309591,0.1410517],"category_scores_gemma":[0.009646299,0.0003108279,0.0007133037,0.0005461838,0.001785618,0.002307675,0.003893441,0.00817048,0.06144466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005709539,"about_ca_system_score_gemma":0.01875469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0433834,"about_ca_topic_score_gemma":0.09797472,"domain_scores_codex":[0.9972426,0.0003087294,0.00006107611,0.0003937013,0.001283275,0.0007106256],"domain_scores_gemma":[0.9825727,0.000610744,0.0002552403,0.0001976346,0.003997901,0.01236576],"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":[0.000008155873,0.000007781461,0.0001150411,0.00001188096,8.254669e-7,0.00003771907,0.00002994842,0.000007253182,0.0000438705,0.000296167,0.9934412,0.006000214],"study_design_scores_gemma":[0.0000127991,0.00002976593,0.0005603087,0.0001015383,0.000003204326,0.0002649433,0.000493189,0.00003716142,0.0001177942,0.0005009215,0.9978603,0.00001815817],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001011986,0.009450344,0.0008103209,0.8412264,0.1062281,0.00009552854,0.0004952941,0.0005914508,0.04009058],"genre_scores_gemma":[0.0102652,0.008341458,0.001218713,0.3470533,0.01238014,0.0001142819,0.0005514976,0.0004303856,0.6196449],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1410517,"threshold_uncertainty_score":0.4718648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08057339818515727,"score_gpt":0.4836467574621693,"score_spread":0.403073359277012,"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."}}