{"id":"W2084402960","doi":"10.1177/0272989x06297101","title":"Further Insight into the Perception of Quantitative Information: Judgments of Gist in Treatment Decisions","year":2007,"lang":"en","type":"article","venue":"Medical Decision Making","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":109,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cancer Care Ontario; Queen's University","funders":"","keywords":"Context (archaeology); Referent; Scale (ratio); Perception; Statistics; Psychology; Computer science; Mathematics; Geography; Cartography","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":[],"consensus_categories":[],"category_scores_codex":[0.00206495,0.0001442042,0.000366437,0.0004128286,0.0003660313,0.000005148836,0.0005476002,0.0002646981,0.0008385188],"category_scores_gemma":[0.007546898,0.00009090977,0.00008803543,0.0007367713,0.0002132865,0.0002614836,0.0003012092,0.0005159308,0.0001348868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004828325,"about_ca_system_score_gemma":0.000429287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009400132,"about_ca_topic_score_gemma":0.002708615,"domain_scores_codex":[0.9954336,0.0007405824,0.00207776,0.0001680135,0.001267641,0.0003124179],"domain_scores_gemma":[0.9872714,0.01061591,0.0007372451,0.0007578225,0.000480531,0.0001370429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000538057,0.0001860141,0.06415588,0.00007332064,0.00001873549,0.000003001516,0.2333686,0.00004377261,0.00004844841,0.003854758,0.0002807846,0.6974286],"study_design_scores_gemma":[0.005037358,0.000936663,0.6572892,0.007903215,0.0000342305,0.000003690694,0.263165,0.006522729,0.00005443232,0.01034502,0.0483968,0.0003116532],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9206226,0.001201517,0.06300545,0.003800126,0.001054916,0.001776934,0.0000165717,0.00004007122,0.008481767],"genre_scores_gemma":[0.9812963,0.0003402083,0.01734806,0.0008430231,0.00003711636,0.000081658,0.00001860011,0.00001141959,0.00002363031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.697117,"threshold_uncertainty_score":0.9181193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2174383580573296,"score_gpt":0.4955267725374514,"score_spread":0.2780884144801218,"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."}}