{"id":"W3133906896","doi":"","title":"Design, Conduct and Use of Patient Preference Studies in the Medical Product Life Cycle","year":2019,"lang":"en","type":"article","venue":"RePub (Erasmus University, Rotterdam)","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stakeholder; Preference; Focus group; Product (mathematics); Health technology; Marketing; Inclusion (mineral); Business; Health care; Patient participation; Medicine; Knowledge management; Psychology; Public relations; Political science; Computer science; Economics; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001102316,0.000194184,0.0003580277,0.0001283742,0.0001750171,0.00001328391,0.0003585564,0.0003089033,0.0006951157],"category_scores_gemma":[0.0004257265,0.0001513718,0.00004823507,0.0003294328,0.0004611092,0.0002683618,0.0002968994,0.001336533,0.00002601432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007968477,"about_ca_system_score_gemma":0.0002358476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006790137,"about_ca_topic_score_gemma":0.00002615192,"domain_scores_codex":[0.9967933,0.001787185,0.0003131162,0.0003933109,0.0003195447,0.0003935634],"domain_scores_gemma":[0.9977987,0.001333099,0.0001432113,0.0002790612,0.0001507412,0.0002951426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01385198,0.006738149,0.6783968,0.004709663,0.003052038,0.004564678,0.09016936,0.01096285,0.02257372,0.0147887,0.07267355,0.07751852],"study_design_scores_gemma":[0.03150246,0.005977505,0.1364454,0.001738454,0.001535231,0.001085142,0.05816666,0.02666898,0.05116543,0.003360496,0.6786681,0.00368612],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908298,0.0006908461,0.000008563755,0.006394308,0.0004519022,0.0009983387,0.00002192125,0.00002963513,0.0005746813],"genre_scores_gemma":[0.9946162,0.001115931,0.00007722955,0.003788005,0.0000656398,0.000005558366,0.000005087633,0.000008650567,0.0003177008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6059946,"threshold_uncertainty_score":0.7611029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6494941680117614,"score_gpt":0.5080541238021218,"score_spread":0.1414400442096396,"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."}}