{"id":"W6939550766","doi":"10.6084/m9.figshare.27184950","title":"Additional file 4 of Nuts and bolts of lung ultrasound: utility, scanning techniques, protocols, and findings in common pathologies","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Nuts and bolts; Lung; Computed tomography","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":[0.00196037,0.000886752,0.001322245,0.002929694,0.0006593742,0.001469321,0.001598001,0.001682398,0.8725507],"category_scores_gemma":[0.04073661,0.0005628019,0.001102229,0.002939377,0.0002715787,0.001826301,0.001008113,0.000802415,0.1361028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009300665,"about_ca_system_score_gemma":0.001656068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005868548,"about_ca_topic_score_gemma":0.009249271,"domain_scores_codex":[0.9989707,0.0001869579,0.0002989101,0.000223258,0.0001912798,0.0001288676],"domain_scores_gemma":[0.9535784,0.03723626,0.003014287,0.001965904,0.003543491,0.0006616683],"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":[0.0008744922,0.0001436985,0.004204737,0.006760359,0.00009123812,0.0001565117,0.0001143237,0.0003630568,0.0001711578,0.0009109502,0.9666399,0.0195697],"study_design_scores_gemma":[0.007742804,0.0004280778,0.06735098,0.01557988,0.0004420147,0.002147827,0.000970384,0.001631898,0.001109121,0.01501388,0.8873072,0.0002759582],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002748545,0.000052954,0.000260132,0.0001530984,0.00003550197,0.0001317557,0.9977858,0.0002241924,0.00108165],"genre_scores_gemma":[0.01834784,0.0005320818,0.00612945,0.001795759,0.0003726712,0.003642158,0.9495735,0.001257267,0.01834929],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8725507,"threshold_uncertainty_score":0.181791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02195747331176249,"score_gpt":0.2555899259692284,"score_spread":0.2336324526574659,"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."}}