{"id":"W4403247536","doi":"10.26685/urncst.590","title":"Examining the Relationship Between Schizophrenia and Cannabis Use: A Research Protocol","year":2024,"lang":"en","type":"article","venue":"Undergraduate Research in Natural and Clinical Science and Technology (URNCST) Journal","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Schizophrenia (object-oriented programming); Cannabis; Protocol (science); Psychology; Psychiatry; Medicine","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":[0.02747963,0.003700234,0.006749981,0.004613238,0.01008277,0.00311198,0.005969048,0.005178293,0.04618278],"category_scores_gemma":[0.0139542,0.005472393,0.004283524,0.003636118,0.002306481,0.003275225,0.004010546,0.00789527,0.01345624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007473259,"about_ca_system_score_gemma":0.03509878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009969451,"about_ca_topic_score_gemma":0.02064732,"domain_scores_codex":[0.98979,0.004333774,0.001555295,0.001353677,0.00164457,0.001322672],"domain_scores_gemma":[0.9894267,0.002083091,0.001416523,0.001574355,0.003724502,0.001774774],"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":[0.1099329,0.219616,0.06698775,0.06076654,0.001861784,0.006642427,0.02087539,0.0170474,0.01733425,0.02650505,0.1282832,0.3241473],"study_design_scores_gemma":[0.1161755,0.1620168,0.2100657,0.02267566,0.00164146,0.002110964,0.02783245,0.01190222,0.007709227,0.022068,0.4141819,0.001620161],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.004034878,0.0001073098,0.001247545,0.00009595477,0.00005127328,0.9926534,0.001081597,0.00002794499,0.0007000455],"genre_scores_gemma":[0.001242268,0.0001406756,0.002283398,0.00009866135,0.00001572514,0.9953993,0.0004192212,0.00000275825,0.000397921],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04618278,"threshold_uncertainty_score":0.1544968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2233042536628421,"score_gpt":0.501298304496688,"score_spread":0.2779940508338459,"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."}}