{"id":"W2612951305","doi":"10.1503/cmaj.1095415","title":"New guidelines for evaluating health tech","year":2017,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agency (philosophy); Data science; Computer science; Best practice; Health data; Medicine; Health care; Political science; Sociology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.09774021,0.004140322,0.004260581,0.01999051,0.002672373,0.01416941,0.008600296,0.01239492,0.0314174],"category_scores_gemma":[0.2780594,0.002723085,0.007357564,0.01800898,0.005091558,0.01024375,0.007215477,0.01822512,0.0208137],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01414367,"about_ca_system_score_gemma":0.04819417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05730555,"about_ca_topic_score_gemma":0.07208893,"domain_scores_codex":[0.826661,0.06799953,0.03467825,0.00340217,0.06458326,0.002675791],"domain_scores_gemma":[0.6947585,0.1199084,0.01323915,0.01902019,0.1482337,0.004840148],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009383485,0.0001255165,0.0008856106,0.002989501,0.0001966432,0.0001254262,0.0003641618,0.001606665,0.0001475395,0.1250506,0.7053759,0.1630387],"study_design_scores_gemma":[0.0001246353,0.00005973834,0.001472861,0.01024306,0.0001657323,0.0002499774,0.0001793071,0.001121919,0.0002579504,0.06161025,0.9244131,0.0001014326],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.001136675,0.1623614,0.2563833,0.2118831,0.03480768,0.008019882,0.03444207,0.003957084,0.287009],"genre_scores_gemma":[0.01357821,0.09728645,0.7116849,0.05259839,0.007486327,0.01867002,0.03093042,0.002428624,0.0653366],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9858564,"threshold_uncertainty_score":0.5169058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5618813656544068,"score_gpt":0.5381766659263082,"score_spread":0.02370469972809863,"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."}}