{"id":"W4417365179","doi":"10.3390/cancers17244009","title":"The Outcome and Impact of Academic Cancer Clinical Trials with Participation from Canadian Sites (2015–2024)","year":2025,"lang":"en","type":"article","venue":"Cancers","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; McMaster University; University of Toronto","funders":"Health Canada","keywords":"Clinical trial; Outcome (game theory); Cancer; Investment (military); MEDLINE; Alternative medicine; Patient care; Public health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1842998,0.0005019478,0.001033072,0.004259201,0.002910516,0.008131463,0.002411572,0.001791564,0.005572585],"category_scores_gemma":[0.47765,0.0004011042,0.001712461,0.009065286,0.003269497,0.002924213,0.004408979,0.00196035,0.0005012068],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03929435,"about_ca_system_score_gemma":0.1297219,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2911153,"about_ca_topic_score_gemma":0.3139776,"domain_scores_codex":[0.8062761,0.1155344,0.0211134,0.005403908,0.04320356,0.008468537],"domain_scores_gemma":[0.4087079,0.2745929,0.1684123,0.01948805,0.09367701,0.03512181],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01247676,0.0007303795,0.6135957,0.009418453,0.003800347,0.0002115261,0.002665619,0.004999947,0.0003100867,0.01578352,0.06114519,0.2748625],"study_design_scores_gemma":[0.00308463,0.002564261,0.8666046,0.005856127,0.002586758,0.0005855334,0.002020008,0.003262691,0.0009817298,0.005674151,0.1065617,0.0002178631],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6556728,0.07832711,0.005339475,0.09814258,0.001702229,0.006976425,0.05534639,0.0002875973,0.09820537],"genre_scores_gemma":[0.9726301,0.007391938,0.00355786,0.005490823,0.0005811726,0.002464128,0.005779447,0.0000742977,0.002030233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9607056,"threshold_uncertainty_score":0.974682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1572641319650483,"score_gpt":0.4288127654529816,"score_spread":0.2715486334879333,"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."}}