{"id":"W6889352121","doi":"10.25446/oxford.25806148.v1","title":"55708: Canadian Memorial","year":2024,"lang":"en","type":"other","venue":"Figshare","topic":"AI in cancer detection","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009252928,0.001481082,0.001420434,0.002507138,0.005836587,0.005190528,0.002345376,0.002824804,0.7502797],"category_scores_gemma":[0.004156485,0.0007314006,0.0007509037,0.003269848,0.001377464,0.002166074,0.002619805,0.002368432,0.4689308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009854401,"about_ca_system_score_gemma":0.02914733,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7234913,"about_ca_topic_score_gemma":0.8601378,"domain_scores_codex":[0.999099,0.00004724741,0.00002313524,0.0001812222,0.0004412121,0.0002082845],"domain_scores_gemma":[0.9955578,0.0002955504,0.00006073615,0.0002880882,0.002299512,0.001498216],"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":[0.00004641453,0.000008986418,0.0001158543,0.00004946293,0.000004090499,0.0000398761,0.00003327699,0.00009701159,0.000138408,0.00422398,0.951787,0.04345564],"study_design_scores_gemma":[0.000005213371,0.000004933187,0.000223445,0.00003486834,0.000002293178,0.00002317497,0.00004583343,0.0001072874,0.00007456227,0.0005290198,0.998942,0.000007452968],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005890654,0.004006222,0.003196697,0.00918163,0.003848862,0.0001134526,0.02403731,0.006047562,0.9489793],"genre_scores_gemma":[0.002461761,0.001781172,0.001754887,0.001126362,0.000132552,0.00003145502,0.004304132,0.001234669,0.9871731],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7502797,"threshold_uncertainty_score":0.5562742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02508919067638872,"score_gpt":0.2454218601150687,"score_spread":0.22033266943868,"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."}}