{"id":"W2052630034","doi":"10.1080/07408170903468589","title":"Irreversible treatment decisions under consideration of the research and development pipeline for new therapies","year":2010,"lang":"en","type":"article","venue":"IIE Transactions","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Futures studies; Pipeline (software); Risk analysis (engineering); Markov decision process; Computer science; Quality (philosophy); Downstream (manufacturing); Management science; Operations research; Economics; Markov process; Operations management; Medicine; Engineering; Artificial intelligence; Mathematics; Epistemology","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":[0.009239401,0.0008945893,0.001204102,0.0007418738,0.001311097,0.00428243,0.001393625,0.005178897,0.01152476],"category_scores_gemma":[0.03501472,0.001276651,0.001457401,0.0007962374,0.00286776,0.008392424,0.002151255,0.005930664,0.0007330799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004455193,"about_ca_system_score_gemma":0.005012441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004816817,"about_ca_topic_score_gemma":0.005309739,"domain_scores_codex":[0.9939557,0.002366769,0.0002860402,0.00103392,0.001191606,0.001165952],"domain_scores_gemma":[0.9809249,0.01342496,0.002977179,0.001251086,0.0005792152,0.0008426884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006649562,0.0001622538,0.004970626,0.0001582135,0.0001188022,0.001125552,0.0004382519,0.251754,0.001607229,0.6986926,0.003148183,0.03715932],"study_design_scores_gemma":[0.000167778,0.0001977985,0.002790964,0.00007942643,0.00009688748,0.0003353377,0.0001820682,0.1583328,0.001181773,0.828206,0.008330208,0.00009892003],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3393053,0.004139979,0.4973641,0.05366961,0.0004784501,0.0005610173,0.002144657,0.0003166102,0.1020203],"genre_scores_gemma":[0.9676719,0.001224967,0.02122833,0.0009161508,0.0001809073,0.0001273369,0.0001689152,0.00003267875,0.008448885],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01152476,"threshold_uncertainty_score":0.04886323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6727710698119985,"score_gpt":0.494667125842835,"score_spread":0.1781039439691636,"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."}}