{"id":"W3164222140","doi":"10.6004/jnccn.2021.0024","title":"Open Notes Are Here: Are We Ready?","year":2021,"lang":"en","type":"article","venue":"Journal of the National Comprehensive Cancer Network","topic":"Research Data Management Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Pancreas Centre (Canada)","funders":"University of California, San Francisco; American Society of Clinical Oncology; Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco; V Foundation for Cancer Research; Pancreatic Cancer Action Network; Lustgarten Foundation; National Cancer Institute; Conquer Cancer Foundation","keywords":"Medicine; 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":["open_science"],"consensus_categories":[],"category_scores_codex":[0.0577356,0.001210436,0.001695142,0.003282194,0.008027015,0.03020816,0.004933959,0.01430994,0.2126633],"category_scores_gemma":[0.2849748,0.0013414,0.002086801,0.00384267,0.007763352,0.05661174,0.01212721,0.03085178,0.1180223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005528961,"about_ca_system_score_gemma":0.03736694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0161956,"about_ca_topic_score_gemma":0.02884444,"domain_scores_codex":[0.971737,0.01066292,0.003392254,0.002028984,0.008125092,0.004053654],"domain_scores_gemma":[0.6223148,0.09301037,0.01936736,0.03705086,0.1303628,0.09789393],"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":[0.00005791401,0.00006786433,0.001010625,0.0001463177,0.00001010522,0.00006331826,0.0002895949,0.00002985335,0.00007926763,0.007615388,0.921033,0.06959679],"study_design_scores_gemma":[0.00004423444,0.00003090478,0.0008555649,0.001587203,0.00001836596,0.00008696329,0.003420528,0.00007555307,0.0001592659,0.01408713,0.9795505,0.00008382789],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003236776,0.003976839,0.002640518,0.9481485,0.03127972,0.00006620133,0.0005894594,0.0008132437,0.01216196],"genre_scores_gemma":[0.01830726,0.02419615,0.03094461,0.7142678,0.05556201,0.0006011769,0.003381524,0.003053345,0.1496862],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.995066,"threshold_uncertainty_score":0.7114297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2708778978010283,"score_gpt":0.4301028239749112,"score_spread":0.159224926173883,"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."}}