{"id":"W4283642871","doi":"10.36834/cmej.75251","title":"Fractals","year":2022,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Digital Imaging for Blood Diseases","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"NOSM University; Laurentian University; Lakehead University","funders":"","keywords":"Computer science; Artificial intelligence","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002268125,0.0005018492,0.0005977066,0.002047535,0.000876463,0.001813508,0.0005334983,0.001144523,0.01873943],"category_scores_gemma":[0.001741524,0.0002928355,0.0005643952,0.0004741858,0.001164737,0.001417847,0.001195294,0.001341914,0.004121574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006059692,"about_ca_system_score_gemma":0.0003168423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008301649,"about_ca_topic_score_gemma":0.0004818855,"domain_scores_codex":[0.9996618,0.0000426458,0.00001389127,0.0001053467,0.0001322905,0.00004395339],"domain_scores_gemma":[0.9993112,0.000157631,0.0000849853,0.0001433288,0.0002015021,0.0001015106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003168799,0.00001508391,0.0002172059,0.00006543164,0.00001681581,0.00009321963,0.0001175793,0.00318259,0.004269819,0.9522229,0.0126993,0.02706829],"study_design_scores_gemma":[0.00003999895,0.00005272988,0.001005093,0.00004272241,0.00002452665,0.001033309,0.0001275003,0.04518511,0.003928909,0.8077825,0.1407282,0.000049332],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1260859,0.005015621,0.3722422,0.004812074,0.003624156,0.0001871695,0.001441627,0.002221339,0.4843699],"genre_scores_gemma":[0.7028665,0.002267104,0.06731831,0.00154324,0.001514871,0.0001580463,0.001505246,0.0009366199,0.22189],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9812606,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007048651809361214,"score_gpt":0.259273834037723,"score_spread":0.2522251822283618,"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."}}