{"id":"W2999591574","doi":"10.1136/bmj.l4408","title":"New business models for research and development with affordability requirements are needed to achieve fair pricing of medicines","year":2020,"lang":"en","type":"article","venue":"BMJ","topic":"Pharmaceutical Economics and Policy","field":"Economics, Econometrics and Finance","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Pooling; Business; Business model; Marketing; Risk analysis (engineering); Finance; Process management; Computer science","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":[0.03412214,0.001845298,0.002172384,0.002544541,0.002249696,0.01494139,0.003751316,0.009080334,0.028095],"category_scores_gemma":[0.08358067,0.001378517,0.003176158,0.002492505,0.008127265,0.0291639,0.004262321,0.0136582,0.009079999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01279017,"about_ca_system_score_gemma":0.008607381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006059259,"about_ca_topic_score_gemma":0.006561144,"domain_scores_codex":[0.9753905,0.01422411,0.001152559,0.001610918,0.006242519,0.001379418],"domain_scores_gemma":[0.9203773,0.05371054,0.004908702,0.006847788,0.01002922,0.004126479],"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":[0.00002883413,0.00006682662,0.0003589903,0.0001116138,0.00003698508,0.00003852668,0.00009829278,0.006491573,0.0000983061,0.9537101,0.02480851,0.01415132],"study_design_scores_gemma":[0.00004618047,0.00001916223,0.0002423577,0.0001156138,0.0000160707,0.00005093978,0.0001245594,0.01752635,0.00005242778,0.9289809,0.05277846,0.0000470368],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"commentary","genre_scores_codex":[0.004112876,0.005144959,0.477739,0.4209426,0.003134083,0.0004325788,0.0004786343,0.0008945495,0.08712085],"genre_scores_gemma":[0.3029964,0.01187283,0.5764456,0.05737926,0.009099127,0.001483528,0.0009319988,0.001156505,0.03863454],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.03412214,"threshold_uncertainty_score":0.1804573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4007367688829906,"score_gpt":0.407365353610889,"score_spread":0.006628584727898457,"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."}}