{"id":"W4417274415","doi":"10.12927/hcq.2025.27737","title":"A Manhattan Project for Canadian Healthcare?","year":2025,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Services and Policy Research","funders":"","keywords":"Timeline; Agency (philosophy); Health care; Best practice; Stakeholder; Healthcare system; Healthcare policy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0067554,0.001032172,0.0004813578,0.001445003,0.02243191,0.01265706,0.002148091,0.006302871,0.04488569],"category_scores_gemma":[0.01150049,0.0005937563,0.0008735637,0.002220412,0.008978408,0.005847734,0.00607847,0.006810172,0.005365385],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1309012,"about_ca_system_score_gemma":0.433624,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9833081,"about_ca_topic_score_gemma":0.9877272,"domain_scores_codex":[0.9909384,0.001403328,0.0001748332,0.0006366875,0.003217948,0.003628784],"domain_scores_gemma":[0.9834393,0.0006910267,0.0002500898,0.0005716736,0.004704757,0.01034321],"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":[0.00002090572,0.00002478322,0.0006184425,0.00006090387,0.00000802336,0.0001115201,0.0009499063,0.00009894485,0.00008931559,0.1432859,0.8363135,0.01841778],"study_design_scores_gemma":[0.00001670447,0.0000106863,0.001314364,0.0001391982,0.000006207895,0.00004500725,0.002262965,0.00009762427,0.00005185375,0.006423021,0.9896005,0.00003169342],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002281601,0.009901333,0.001278939,0.8625249,0.01072588,0.00009453957,0.0006320741,0.000214069,0.1123466],"genre_scores_gemma":[0.134174,0.01737664,0.01469125,0.325532,0.002227036,0.0003189102,0.001395392,0.0006293008,0.5036556],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8690988,"threshold_uncertainty_score":0.9497591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03406645702978983,"score_gpt":0.3761135148711528,"score_spread":0.342047057841363,"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."}}