{"id":"W4398454806","doi":"10.7910/dvn/pumcej/phfilg","title":"Clinisnips decade3.pptx","year":2019,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Science, Research, and Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001237386,0.0004367702,0.0009365445,0.0005630147,0.0001185554,0.00005906001,0.0009499947,0.0005415264,0.04913223],"category_scores_gemma":[0.001543532,0.0003368127,0.0002272705,0.0004722466,0.0004472612,0.0002103437,0.0005273727,0.001353343,0.3693895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001405602,"about_ca_system_score_gemma":0.001138732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003797639,"about_ca_topic_score_gemma":0.0000628851,"domain_scores_codex":[0.9958863,0.0000952956,0.0005654669,0.0009580007,0.001651214,0.0008437264],"domain_scores_gemma":[0.9956056,0.0002318613,0.0002149523,0.002922117,0.0002257385,0.0007996755],"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":[0.0002713541,0.0001867138,0.0001639513,0.0005369759,0.00009816746,0.0008582249,0.00002715331,2.751364e-7,0.00009213753,0.000009309566,0.9968494,0.0009063777],"study_design_scores_gemma":[0.002475243,0.0004708405,0.0005120576,0.0005672292,0.0004070883,0.0002630758,0.0001929319,0.00002506332,0.00006416302,0.000005193191,0.994691,0.0003260888],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001909111,0.00001245903,0.00001426514,0.00007516518,0.002056088,0.0009267185,0.9943901,0.00005638644,0.002277871],"genre_scores_gemma":[0.00003612356,0.003022518,0.000175975,0.0035816,0.00143723,0.00002652118,0.9842438,0.00003639583,0.007439883],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3202573,"threshold_uncertainty_score":0.9999084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06397581695299959,"score_gpt":0.3652730328181326,"score_spread":0.301297215865133,"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."}}