{"id":"W3106342198","doi":"10.1016/j.arcmed.2020.10.021","title":"Drug Repurposing: Considerations to Surpass While Re-directing Old Compounds for New Treatments","year":2020,"lang":"en","type":"review","venue":"Archives of Medical Research","topic":"Pharmaceutical Economics and Policy","field":"Economics, Econometrics and Finance","cited_by":48,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Repurposing; Drug repositioning; Pharmaceutical industry; Drug; Revenue; Business; Government (linguistics); Risk analysis (engineering); Pharmacology; Medicine; Engineering; Finance","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":[0.006277227,0.0009251923,0.002990898,0.001868163,0.0003687798,0.003441224,0.001753647,0.00400862,0.01393843],"category_scores_gemma":[0.009593174,0.0003441098,0.001179294,0.002169844,0.001321133,0.005362169,0.001207964,0.00565589,0.00387603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002121619,"about_ca_system_score_gemma":0.006548525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00257485,"about_ca_topic_score_gemma":0.01190885,"domain_scores_codex":[0.9981484,0.0007624166,0.0002144345,0.0001642244,0.0005452314,0.0001653358],"domain_scores_gemma":[0.9927032,0.004340984,0.001125828,0.0001476871,0.001327031,0.0003551451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002367205,0.0001147104,0.0001766692,0.01340268,0.000151195,0.0001906035,0.00005921695,0.0005239384,0.0006268109,0.02831324,0.07386733,0.8823369],"study_design_scores_gemma":[0.0001561761,0.000225165,0.0006960421,0.02080287,0.0002734993,0.0006059676,0.000150962,0.0003128573,0.0002296866,0.01927589,0.9572353,0.00003557867],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001811823,0.9850261,0.0003443837,0.01135523,0.0007307606,0.00001361929,0.0000599562,0.000018979,0.002269841],"genre_scores_gemma":[0.0033881,0.9849178,0.001083567,0.007780365,0.001238334,0.00002782818,0.00006887922,0.000012557,0.001482522],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01393843,"threshold_uncertainty_score":0.04662865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4380893411526562,"score_gpt":0.4898583205616452,"score_spread":0.051768979408989,"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."}}