{"id":"W4323316362","doi":"10.1016/j.jmir.2023.02.007","title":"Indeed, what's in a name?","year":2023,"lang":"en","type":"article","venue":"Journal of medical imaging and radiation sciences","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Nova Scotia Health Authority; University Health Network; University of Toronto; Dalhousie University; Princess Margaret Cancer Centre; McMaster University; Women's College Hospital","funders":"","keywords":"Conversation; Medical profession; Relevance (law); SPARK (programming language); Public relations; Psychology; Political science; Medicine; Sociology; Medical education; Law; Computer science","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":[0.01933941,0.001219593,0.002020831,0.002280968,0.006658064,0.01267338,0.002823285,0.01060349,0.01418399],"category_scores_gemma":[0.05558904,0.0004586238,0.001642434,0.002462232,0.02101484,0.02455108,0.004064064,0.02562813,0.01401819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00358772,"about_ca_system_score_gemma":0.005938459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006769415,"about_ca_topic_score_gemma":0.008673112,"domain_scores_codex":[0.9874237,0.005485917,0.0009885872,0.001581878,0.003565855,0.0009540002],"domain_scores_gemma":[0.9555893,0.01462987,0.002806097,0.003033893,0.01773432,0.006206602],"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":[0.0001489985,0.0001110004,0.002776211,0.001076169,0.0001229486,0.000443608,0.002741365,0.0001074802,0.0009114707,0.06526137,0.7995881,0.1267113],"study_design_scores_gemma":[0.00001956615,0.00007725062,0.001233601,0.001246594,0.00006122963,0.001893875,0.005892983,0.00007797094,0.0003105982,0.03675885,0.9523219,0.0001054731],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001033624,0.06135875,0.003334975,0.8146116,0.1078671,0.00001217332,0.00009963824,0.0002008397,0.01148125],"genre_scores_gemma":[0.02944324,0.06781499,0.009610846,0.7217714,0.1301179,0.00007399961,0.0001589146,0.0008225992,0.04018607],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01933941,"threshold_uncertainty_score":0.1022778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02341782864737221,"score_gpt":0.3609947771082496,"score_spread":0.3375769484608774,"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."}}