{"id":"W2629659728","doi":"10.1016/j.healthpol.2017.06.006","title":"Review of early assessment models of innovative medical technologies","year":2017,"lang":"en","type":"review","venue":"Health Policy","topic":"Quality and Safety in Healthcare","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Rijksuniversiteit Groningen; European Commission","keywords":"Health technology; Engineering ethics; Medicine; Political science; Management science; Engineering; Health care; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.009727194,0.001873005,0.002981517,0.007747351,0.0005793563,0.003708771,0.003335265,0.002698963,0.006519252],"category_scores_gemma":[0.03067359,0.0007675165,0.002933025,0.007135597,0.001422082,0.004765608,0.001694686,0.002366748,0.0009938623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004386804,"about_ca_system_score_gemma":0.01204998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008725297,"about_ca_topic_score_gemma":0.01099205,"domain_scores_codex":[0.9956433,0.001716483,0.0007207842,0.0003971647,0.001367431,0.0001548516],"domain_scores_gemma":[0.9635164,0.03063931,0.002252639,0.0006057908,0.002773003,0.0002129515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001228864,0.0001047894,0.0006219173,0.131985,0.0008021568,0.0001035838,0.0002213249,0.002041469,0.0001865133,0.04616133,0.01959949,0.7980495],"study_design_scores_gemma":[0.00007693683,0.0001789993,0.002911481,0.2430359,0.004653436,0.0005523852,0.0002830194,0.001859395,0.0006831531,0.03802465,0.7076285,0.0001120548],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001337663,0.9968568,0.0007496263,0.0008196225,0.0001599884,0.00002335143,0.00006839166,0.000007771672,0.001180507],"genre_scores_gemma":[0.002512681,0.9956786,0.001013631,0.0003726368,0.0001419281,0.0000333493,0.00004143621,0.000003093717,0.0002026513],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009727194,"threshold_uncertainty_score":0.05144292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6609269011957982,"score_gpt":0.7139380586835753,"score_spread":0.05301115748777707,"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."}}