{"id":"W4408734994","doi":"10.63485/2vnhq-02w23","title":"Update on plans for the Canadian PMC","year":2008,"lang":"en","type":"preprint","venue":"","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01024918,0.001418037,0.0009183952,0.006139916,0.007114708,0.009598454,0.005133358,0.01050107,0.127508],"category_scores_gemma":[0.03367584,0.0009249112,0.001881139,0.007995109,0.001895519,0.006405208,0.005466529,0.008074772,0.02835689],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05398657,"about_ca_system_score_gemma":0.2982873,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9190698,"about_ca_topic_score_gemma":0.9486632,"domain_scores_codex":[0.990869,0.0005789764,0.0005972667,0.0004412372,0.005450395,0.002063084],"domain_scores_gemma":[0.9544636,0.00176405,0.0005799201,0.0009044114,0.03362069,0.008667269],"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":[0.00001073199,0.000008417065,0.000144921,0.00009806039,0.000002495932,0.00003736676,0.00006696135,0.00004195141,0.00002348698,0.004480178,0.9814424,0.01364301],"study_design_scores_gemma":[0.000008484627,0.000003827579,0.0005352063,0.0002635571,0.000007066215,0.00002752868,0.0001612676,0.00001592088,0.00002751435,0.0004159115,0.9985211,0.00001250937],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00169543,0.04098342,0.002468368,0.5344902,0.05074915,0.000983038,0.02627525,0.002232566,0.3401226],"genre_scores_gemma":[0.0185837,0.06544099,0.02216998,0.1882402,0.0098897,0.001629791,0.03098509,0.00168238,0.6613781],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9904016,"threshold_uncertainty_score":0.4265568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03192659522958292,"score_gpt":0.3768032321638956,"score_spread":0.3448766369343126,"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."}}