{"id":"W2765672955","doi":"10.3747/co.24.3675","title":"What We Learned in Kindergarten: Five Tips for Collaboration in Oncology","year":2017,"lang":"en","type":"article","venue":"Current Oncology","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Ottawa Hospital","funders":"","keywords":"Medicine; Medical education; Oncology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.02240361,0.001547907,0.001133557,0.001878203,0.01571888,0.01271952,0.004341706,0.008924237,0.01277443],"category_scores_gemma":[0.05582265,0.0008942168,0.001442216,0.001654383,0.0075511,0.02432306,0.02643907,0.02494607,0.007233034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007159439,"about_ca_system_score_gemma":0.03033566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006638628,"about_ca_topic_score_gemma":0.02829574,"domain_scores_codex":[0.9793134,0.01130749,0.00126754,0.0009302787,0.003630365,0.003550791],"domain_scores_gemma":[0.9415707,0.0153753,0.002411256,0.002006278,0.008770935,0.0298655],"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":[0.00008435798,0.000394476,0.003619755,0.00110872,0.00005273784,0.002650567,0.03619651,0.0002617211,0.0003946818,0.008890922,0.6070738,0.3392718],"study_design_scores_gemma":[0.00008565539,0.0003934448,0.005816881,0.007134626,0.00006939636,0.004406132,0.1955706,0.0001793302,0.0006617008,0.04734895,0.738098,0.0002352081],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.009702923,0.02474342,0.009960037,0.8972532,0.01874473,0.0002778379,0.0001277579,0.0009867802,0.03820333],"genre_scores_gemma":[0.241818,0.1073793,0.1244767,0.4517213,0.01044551,0.002123537,0.0008273113,0.001538944,0.05966944],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02240361,"threshold_uncertainty_score":0.1184831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1358091522449242,"score_gpt":0.5442737424614384,"score_spread":0.4084645902165143,"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."}}