{"id":"W4394299908","doi":"10.6084/m9.figshare.13513707","title":"Dataset TB","year":2021,"lang":"en","type":"dataset","venue":"Figshare","topic":"Machine Learning in Healthcare","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001619586,0.002727841,0.001810572,0.003530719,0.001102378,0.002547097,0.003419952,0.003379277,0.1038059],"category_scores_gemma":[0.01180192,0.0006262569,0.002416556,0.004194441,0.0005607562,0.001928259,0.002020238,0.001991804,0.09256658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001391661,"about_ca_system_score_gemma":0.002885973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009880532,"about_ca_topic_score_gemma":0.02323918,"domain_scores_codex":[0.9981045,0.0003495791,0.0002902831,0.0007565049,0.000277308,0.0002217937],"domain_scores_gemma":[0.9974312,0.001193494,0.0001738708,0.0004927516,0.0005475046,0.0001611089],"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":[0.0003686638,0.00007846267,0.002101546,0.003842181,0.0001468516,0.0001379006,0.0000499564,0.001266909,0.000385007,0.0009825944,0.9772404,0.01339944],"study_design_scores_gemma":[0.0005203503,0.00008710226,0.003475832,0.0008601347,0.0001404259,0.0002226456,0.0001462448,0.002468534,0.0007392122,0.003173629,0.9881142,0.00005173317],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003650477,0.0002620372,0.0003342291,0.0001523156,0.00007985046,0.0000653541,0.9966738,0.0009205759,0.001146687],"genre_scores_gemma":[0.0008793965,0.0001220678,0.001298047,0.0001149808,0.0000126386,0.0002889009,0.9964727,0.00009028413,0.0007210551],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1038059,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05754993049808724,"score_gpt":0.337206837633607,"score_spread":0.2796569071355197,"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."}}