{"id":"W2095297044","doi":"10.3747/co.v17i4.478","title":"In Support of Canada’s Health Care System: An Oncologist’s Perspective","year":2010,"lang":"en","type":"letter","venue":"Current Oncology","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Perspective (graphical); Health care; Family medicine; Nursing; Economic growth; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006145298,0.0008356475,0.001271454,0.001255669,0.02642961,0.008782159,0.004992772,0.05493187,0.01342417],"category_scores_gemma":[0.01883625,0.00078079,0.001461478,0.001980102,0.00978681,0.005389969,0.003306953,0.05205338,0.002246497],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08993883,"about_ca_system_score_gemma":0.2427998,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9699754,"about_ca_topic_score_gemma":0.9901339,"domain_scores_codex":[0.9895475,0.001258578,0.0005162437,0.0006269778,0.003619266,0.004431468],"domain_scores_gemma":[0.9724778,0.004985165,0.0008289058,0.0002883261,0.01021747,0.01120237],"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":[0.00002770268,0.00002442618,0.001901124,0.00005612942,0.00002200977,0.0006723317,0.0005404638,0.00009338096,0.0001204488,0.005247498,0.9849499,0.006344603],"study_design_scores_gemma":[0.0001287737,0.00005959361,0.009096999,0.0006260683,0.00009483346,0.0007744707,0.007389474,0.0007207998,0.0002193819,0.009071027,0.9716149,0.0002036094],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004471962,0.0008649911,0.00002668893,0.9938334,0.001702864,0.000004288671,0.00004076272,0.000007807767,0.003071962],"genre_scores_gemma":[0.008847186,0.001177345,0.0001782902,0.9769395,0.00305164,0.00001034687,0.00004376649,0.00001613846,0.009735744],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9100612,"threshold_uncertainty_score":0.6525549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.155000565539431,"score_gpt":0.53097584770344,"score_spread":0.375975282164009,"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."}}