{"id":"W2921832668","doi":"10.3390/pharmaceutics11030124","title":"What Drives Innovation: The Canadian Touch on Liposomal Therapeutics","year":2019,"lang":"en","type":"review","venue":"Pharmaceutics","topic":"Nanoparticle-Based Drug Delivery","field":"Materials Science","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"Mitacs","keywords":"Liposome; Computer science; Biology; Biochemistry","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":[0.01375041,0.0006726073,0.001074379,0.002471553,0.009139704,0.01627176,0.001625472,0.005789123,0.009737419],"category_scores_gemma":[0.02175517,0.0003740097,0.00072743,0.005054696,0.01602528,0.008651651,0.00502755,0.007633565,0.001748195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06689146,"about_ca_system_score_gemma":0.168151,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7192262,"about_ca_topic_score_gemma":0.8012167,"domain_scores_codex":[0.9815839,0.003723718,0.0006634637,0.001315836,0.009119191,0.003593798],"domain_scores_gemma":[0.9688418,0.009385809,0.001225098,0.0007477534,0.01464441,0.005155182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001386036,0.00004727146,0.002521839,0.003526637,0.00006625236,0.001081745,0.01216535,0.0003817141,0.001193641,0.4978184,0.3108231,0.1702354],"study_design_scores_gemma":[0.00001646765,0.00002928222,0.001126239,0.002134604,0.00003332893,0.000227509,0.00453249,0.0001039482,0.0003260461,0.02843817,0.962971,0.00006093745],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.00419279,0.2669101,0.002113314,0.6256471,0.00790689,0.00007809356,0.0003257258,0.00009613415,0.09272982],"genre_scores_gemma":[0.1666153,0.6227923,0.00554462,0.1582665,0.005202741,0.000117334,0.0003204009,0.0002171185,0.04092373],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.2807738,"threshold_uncertainty_score":0.5648547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1887195460467043,"score_gpt":0.4041744318255199,"score_spread":0.2154548857788156,"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."}}