{"id":"W4237738630","doi":"10.1503/cmaj.110-2061","title":"Predictive genotype","year":2010,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Biological Research and Disease Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Genotype; Carbamazepine; Identification (biology); Medicine; Computer science; Biology; Psychiatry; Genetics; Epilepsy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007599584,0.0005309598,0.0006894837,0.0005085623,0.0005496882,0.0008277604,0.0005085715,0.002826778,0.01133961],"category_scores_gemma":[0.005987744,0.0001504646,0.0002808839,0.0003635038,0.0003774871,0.0009457095,0.0003334402,0.003872366,0.004874044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005377319,"about_ca_system_score_gemma":0.0003496699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009144329,"about_ca_topic_score_gemma":0.001008762,"domain_scores_codex":[0.9993768,0.000234615,0.00004218165,0.0001186623,0.0001294049,0.00009841436],"domain_scores_gemma":[0.9983369,0.0009736138,0.0001285043,0.0001362513,0.0002334529,0.0001912024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007078557,0.0001648988,0.08656621,0.0001907982,0.00008604594,0.03745992,0.000172047,0.0008260312,0.002564651,0.01882476,0.597277,0.2551597],"study_design_scores_gemma":[0.0002596462,0.0003825717,0.05751886,0.001326853,0.0002314874,0.2133686,0.0005418375,0.008889831,0.003117441,0.1069833,0.6072332,0.0001463769],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04845788,0.04479454,0.03048697,0.6660793,0.03150127,0.0002190203,0.003692209,0.0007255263,0.1740433],"genre_scores_gemma":[0.6066909,0.02707312,0.01418505,0.2316367,0.06637965,0.0003022745,0.002707568,0.0002301807,0.05079454],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01133961,"threshold_uncertainty_score":0.03793478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006853688113911488,"score_gpt":0.2440441702879253,"score_spread":0.2371904821740138,"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."}}