{"id":"W2520049663","doi":"10.1111/jth.13509","title":"Much more than just another guidance document","year":2016,"lang":"en","type":"letter","venue":"Journal of Thrombosis and Haemostasis","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Izaak Walton Killam Health Centre","funders":"","keywords":"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":[0.003731795,0.001212502,0.002383124,0.001074631,0.003575947,0.006884772,0.001664095,0.06662797,0.03077086],"category_scores_gemma":[0.04748195,0.0008152972,0.002079345,0.0007224572,0.003070586,0.003912879,0.002681436,0.04568651,0.03015064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005339942,"about_ca_system_score_gemma":0.007318752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004545177,"about_ca_topic_score_gemma":0.0108694,"domain_scores_codex":[0.9942383,0.001315081,0.0007420889,0.0004482621,0.002520132,0.000736184],"domain_scores_gemma":[0.9818287,0.007591764,0.001782523,0.0007519212,0.004206634,0.00383844],"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":[0.000006787974,0.00001120763,0.00005044381,0.00002150433,0.000003561526,0.0004433928,0.00001590564,0.00001601404,0.00003056432,0.0009434258,0.9951881,0.003269128],"study_design_scores_gemma":[0.00005609939,0.00003290637,0.0001878217,0.000250489,0.00001459194,0.001430605,0.00006204558,0.0001103557,0.00005211777,0.004074881,0.9937064,0.00002162632],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001034526,0.001800454,0.0001914191,0.9199249,0.06419662,0.0000240673,0.00006073005,0.00006135458,0.0136372],"genre_scores_gemma":[0.001315635,0.001910139,0.0004573963,0.8326479,0.1096857,0.0000678568,0.00009986914,0.00006293672,0.05375244],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06662797,"threshold_uncertainty_score":0.1029388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05596220620019456,"score_gpt":0.4030750899309626,"score_spread":0.3471128837307681,"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."}}