{"id":"W6902221410","doi":"10.6084/m9.figshare.15064488.v1","title":"Additional file 1 of A blended knowledge translation initiative to improve colorectal cancer staging [ISRCTN56824239]","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Colorectal Cancer Treatments and Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Toronto","funders":"","keywords":"Colorectal cancer; Focus (optics); MEDLINE; Cancer staging; Key (lock); File format","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003745702,0.0008502805,0.001343235,0.002444691,0.001053236,0.002326322,0.002031168,0.001552413,0.947157],"category_scores_gemma":[0.04967126,0.0005831929,0.001208006,0.00483579,0.0003689711,0.002811094,0.001597623,0.001271924,0.2861468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001917209,"about_ca_system_score_gemma":0.003648054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008041129,"about_ca_topic_score_gemma":0.01371443,"domain_scores_codex":[0.9986495,0.0004204539,0.0002685721,0.0002233463,0.0002614874,0.0001767035],"domain_scores_gemma":[0.9517964,0.03670907,0.002511111,0.00136714,0.005673417,0.001942867],"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":[0.0004239732,0.00007478457,0.0004600114,0.003449655,0.00002130114,0.000021573,0.00004457782,0.0001100838,0.00001723827,0.0005088591,0.9822872,0.0125807],"study_design_scores_gemma":[0.01551381,0.0005932209,0.0181178,0.01021651,0.000301934,0.0003217727,0.0006310463,0.0007798244,0.0004540229,0.01384121,0.9390494,0.0001794523],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0001538978,0.00005205291,0.0002543939,0.0006105258,0.00006994831,0.0005784346,0.9934819,0.0002599017,0.004538908],"genre_scores_gemma":[0.01399952,0.0009264686,0.00946322,0.003718481,0.0005315482,0.02019744,0.8798428,0.00166027,0.06966022],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.947157,"threshold_uncertainty_score":0.07537401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07006024687422817,"score_gpt":0.3257119930248951,"score_spread":0.2556517461506669,"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."}}