{"id":"W6969164390","doi":"10.5683/sp2/crjcqp","title":"ICRE - Abdominal pain","year":2020,"lang":"en","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Abdominal pain; Disease; Abdomen; MEDLINE","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":[0.0009396886,0.003865249,0.001827425,0.004839047,0.0008374278,0.002641707,0.002991499,0.004024236,0.1145231],"category_scores_gemma":[0.0092716,0.0007027629,0.00247611,0.004107635,0.0004978419,0.001329407,0.00273172,0.002040895,0.1352834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001437117,"about_ca_system_score_gemma":0.002559653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03380828,"about_ca_topic_score_gemma":0.07448465,"domain_scores_codex":[0.9987506,0.0001571063,0.0001937842,0.0003884888,0.0002590462,0.0002509044],"domain_scores_gemma":[0.9976653,0.0006497719,0.0002360168,0.0004384484,0.000692607,0.0003179378],"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":[0.00013035,0.00002269113,0.0009354005,0.0009647216,0.000038251,0.00003901672,0.00001234552,0.0002330071,0.0001016552,0.00009822421,0.9941505,0.003273893],"study_design_scores_gemma":[0.0009067655,0.0001049684,0.01395156,0.002131331,0.0001924165,0.0005272949,0.0001892369,0.001117748,0.0006104834,0.001659979,0.9785124,0.00009575183],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001482079,0.0001597568,0.00005500163,0.00006926266,0.00005306497,0.00002569622,0.9984408,0.0003092737,0.000738956],"genre_scores_gemma":[0.0003489389,0.00008100097,0.0001705224,0.00008533024,0.00001537264,0.0000712284,0.9986075,0.00005318688,0.0005671174],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1145231,"threshold_uncertainty_score":0.383118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02192398041318411,"score_gpt":0.2688711175809843,"score_spread":0.2469471371678002,"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."}}