{"id":"W1445372688","doi":"","title":"Indications for and results of outpatient computed tomography and magnetic resonance imaging in Ontario.","year":2008,"lang":"en","type":"article","venue":"PubMed","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Magnetic resonance imaging; Pelvis; Radiology; Computed tomography; Abdomen; Tomography; Nuclear medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001291777,0.00004795263,0.0001121887,0.0001879889,0.00003335366,0.00000463096,0.00002136177,0.00001550572,0.000001012359],"category_scores_gemma":[0.00009145321,0.00004653367,0.00001612618,0.0001348842,0.0000739003,0.00005747843,0.00001225857,0.00005628311,9.155671e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002538815,"about_ca_system_score_gemma":0.00003017319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001612026,"about_ca_topic_score_gemma":0.001032025,"domain_scores_codex":[0.9994454,0.000009659152,0.0002200968,0.0001326602,0.00007025037,0.0001218985],"domain_scores_gemma":[0.9997053,0.00005539832,0.00006074663,0.00008827495,0.00003082145,0.00005951441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008883815,0.00005284314,0.838604,0.00001185941,0.000002378119,0.000002370699,0.001277768,5.920179e-7,0.00001322815,0.00002671114,0.0004399518,0.1594795],"study_design_scores_gemma":[0.002533122,0.00003671686,0.9898462,0.00002083397,0.00001094319,0.000015609,0.0000273822,0.0003614653,0.0001600845,0.00005355247,0.006891776,0.00004229461],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942508,0.003103182,0.0000721992,0.0009948907,0.00003122437,0.0007355621,0.00001061595,0.00001097564,0.0007905354],"genre_scores_gemma":[0.9981442,0.00005540462,0.001180392,0.0001881564,0.00001192546,0.0002107264,0.00001609034,0.000004666176,0.0001884096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1594371,"threshold_uncertainty_score":0.2436913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01873536681237285,"score_gpt":0.216407635059257,"score_spread":0.1976722682468841,"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."}}