{"id":"W2415193422","doi":"10.1017/s0317167100054196","title":"Health Research Funding in Crisis","year":2011,"lang":"fr","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Business; Action (physics); Content (measure theory); Political science; Medicine; Public relations","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01576573,0.0006250797,0.0009578838,0.002411965,0.002480965,0.007337642,0.001792709,0.006832906,0.2590548],"category_scores_gemma":[0.08529405,0.0003984525,0.0005339882,0.004021808,0.001721857,0.005983874,0.007176294,0.004926906,0.04799811],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007205478,"about_ca_system_score_gemma":0.03694398,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01235942,"about_ca_topic_score_gemma":0.01182008,"domain_scores_codex":[0.985772,0.00527551,0.0009213626,0.0007479921,0.003542323,0.003740772],"domain_scores_gemma":[0.9282844,0.01603244,0.003309101,0.003495981,0.01820204,0.03067608],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001497971,0.0000275083,0.0008716034,0.0002925805,0.00001697897,0.0001642665,0.0002064597,0.00004651192,0.00008362522,0.03224733,0.913936,0.05195741],"study_design_scores_gemma":[0.0001018959,0.00006486869,0.00287439,0.001008153,0.00001553811,0.0002912969,0.00113031,0.0001626712,0.0001467039,0.01575155,0.9784341,0.0000182995],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002768768,0.0120363,0.0005600674,0.7132299,0.02307577,0.000134808,0.005457319,0.0003543425,0.2423827],"genre_scores_gemma":[0.2072132,0.04684759,0.004316635,0.1428437,0.02434855,0.0006901885,0.01403351,0.00102393,0.5586827],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9927945,"threshold_uncertainty_score":0.8666246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4951607680537321,"score_gpt":0.476694146778381,"score_spread":0.01846662127535115,"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."}}