{"id":"W2790173777","doi":"10.1002/hpm.2492","title":"“There is <i>always</i> a better way”: Managing uncertainty in decision making about new cancer drugs in Canada","year":2018,"lang":"en","type":"article","venue":"The International Journal of Health Planning and Management","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; CancerCare Manitoba; University of Manitoba; Manitoba Health","funders":"Canadian Cancer Society Research Institute","keywords":"Negotiation; Stakeholder; Public relations; Context (archaeology); Focus group; Business; Cancer drugs; Evidence-based policy; Public economics; Political science; Economics; Cancer; Marketing; Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.01807746,0.000399808,0.0005413897,0.001462188,0.03727577,0.01206486,0.002851109,0.002701271,0.002440852],"category_scores_gemma":[0.036583,0.0005618382,0.0005255626,0.003404012,0.0248009,0.004042616,0.005448841,0.006476219,0.0001550071],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.2175955,"about_ca_system_score_gemma":0.3082918,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9879819,"about_ca_topic_score_gemma":0.9898387,"domain_scores_codex":[0.9755498,0.012052,0.0006794478,0.001013574,0.00511555,0.005589718],"domain_scores_gemma":[0.9660738,0.01922666,0.002863467,0.0004247437,0.005656541,0.005754842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001218704,0.00006677625,0.01802762,0.0002998294,0.00004292067,0.001344573,0.9172503,0.001294892,0.0005369013,0.02621009,0.01201357,0.02279068],"study_design_scores_gemma":[0.00002046446,0.0000365824,0.01008287,0.0003938382,0.00003154905,0.0001795462,0.9272572,0.001045898,0.0003310318,0.004688264,0.05582312,0.0001096414],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7902446,0.003723038,0.003725205,0.1365724,0.0002076409,0.0002904086,0.0002840359,0.0000383292,0.06491431],"genre_scores_gemma":[0.9934735,0.0009741844,0.0007621464,0.002984548,0.00001398994,0.00002418029,0.00003520528,0.00001249906,0.001719793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7824045,"threshold_uncertainty_score":0.9074783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.160250055325151,"score_gpt":0.4284466652156448,"score_spread":0.2681966098904938,"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."}}