{"id":"W3052135584","doi":"10.1186/s13643-020-01442-2","title":"Genetic determinants of cannabis use: a systematic review protocol","year":2020,"lang":"en","type":"review","venue":"Systematic Reviews","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; Impact; Population Health Research Institute; McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Protocol (science); Cannabis; Systematic review; MEDLINE; Psychiatry; Alternative 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":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"systematic_review","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.005178969,0.001529463,0.03688426,0.0004348825,0.00008931084,0.0001085318,0.001107165,0.0004784262,0.0002619659],"category_scores_gemma":[0.01471035,0.0007964133,0.004937618,0.001822273,0.0001471966,0.0001154733,0.0003006437,0.0008067923,0.001141689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005086738,"about_ca_system_score_gemma":0.001930379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005809715,"about_ca_topic_score_gemma":0.00001357214,"domain_scores_codex":[0.9781293,0.00570452,0.01245563,0.001115547,0.001822114,0.0007729347],"domain_scores_gemma":[0.9867851,0.0001926228,0.007964233,0.003652543,0.000674415,0.000731055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000004526865,0.00008860901,0.000001496759,0.9375572,0.0004056413,0.0002193843,0.00003713774,3.715661e-9,1.375094e-7,0.000005628178,0.04059868,0.02108158],"study_design_scores_gemma":[0.0001542994,0.0001715391,4.552873e-7,0.5077263,0.009110332,0.001336909,0.000004834229,0.000004153177,1.954116e-7,6.470715e-7,0.4811834,0.0003069033],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[2.212045e-8,0.5391068,0.000008304048,0.00006632107,0.00006456796,0.4605988,0.00003382242,0.00003217819,0.00008925502],"genre_scores_gemma":[1.540248e-8,0.5247042,0.0001219031,0.0001463713,0.00008443838,0.4689739,0.00001192136,0.0001243642,0.005832911],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4405847,"threshold_uncertainty_score":0.9997454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09877420675577019,"score_gpt":0.4334791712736174,"score_spread":0.3347049645178472,"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."}}