{"id":"W4415961645","doi":"10.1016/s0960-9776(25)00694-0","title":"#MAKEMECOUNT: ADDRESSING THE NEED FOR COMPLETE AND HARMONIZED CANCER DATA IN CANADA","year":2025,"lang":"en","type":"article","venue":"The Breast","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Cancer; MEDLINE; Real world data","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01329822,0.0007067093,0.001171394,0.005929245,0.004371212,0.008570935,0.004908195,0.002021136,0.01992832],"category_scores_gemma":[0.07072036,0.000794214,0.001321011,0.01257458,0.001397131,0.002975653,0.004339196,0.003875317,0.003172181],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06678269,"about_ca_system_score_gemma":0.3273159,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9887111,"about_ca_topic_score_gemma":0.9914629,"domain_scores_codex":[0.9832472,0.002665014,0.001415131,0.001238173,0.008994027,0.002440459],"domain_scores_gemma":[0.865418,0.01258249,0.004550936,0.005166695,0.09516782,0.01711404],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001431388,0.00005304335,0.03490335,0.0004874279,0.0001336007,0.00009550664,0.0003808459,0.001503486,0.0001907839,0.01297887,0.8706676,0.07846241],"study_design_scores_gemma":[0.0001163322,0.00006514779,0.09271444,0.001311973,0.0001458794,0.0001237076,0.00146005,0.005422391,0.0008171104,0.004657642,0.8930026,0.0001626825],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03907214,0.008013294,0.01440076,0.4362457,0.00527889,0.001560959,0.3325183,0.004966439,0.1579434],"genre_scores_gemma":[0.3905408,0.01523029,0.1278393,0.1211835,0.003159854,0.001972941,0.2290992,0.004748855,0.1062253],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9867018,"threshold_uncertainty_score":0.4845446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2542883361725705,"score_gpt":0.3877710768493374,"score_spread":0.1334827406767669,"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."}}