{"id":"W7067768426","doi":"","title":"Neuroscience &amp; counselling","year":2017,"lang":"en","type":"article","venue":"Arca (British Columbia Electronic Library Network)","topic":"Gene expression and cancer classification","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Interview; Mental health; Mental illness; Ethical issues","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008037898,0.0006078141,0.0004524578,0.001696096,0.003013385,0.003250479,0.001237896,0.003141702,0.3493271],"category_scores_gemma":[0.00600626,0.0002723493,0.0002770739,0.001771132,0.001007938,0.001783679,0.003052035,0.002669019,0.2577176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002570477,"about_ca_system_score_gemma":0.005818994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008940967,"about_ca_topic_score_gemma":0.02793331,"domain_scores_codex":[0.9990938,0.0001835339,0.00003905885,0.0001106992,0.0003783491,0.0001945448],"domain_scores_gemma":[0.9959729,0.0003762452,0.0001191465,0.0001372623,0.001092658,0.002301733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001177069,0.00004416631,0.0002311697,0.0000745501,0.000001081158,0.0003017472,0.0001143515,0.00001349167,0.00003976055,0.002141814,0.8633009,0.1337252],"study_design_scores_gemma":[0.000003998048,0.000007801966,0.0006416428,0.0001983385,0.00000103781,0.001290928,0.0001763511,0.00001501621,0.00002651777,0.002256556,0.9953762,0.000005637344],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0006005866,0.01169151,0.000968183,0.04709103,0.006227687,0.0001312205,0.0007622205,0.000613644,0.931914],"genre_scores_gemma":[0.008723173,0.02254971,0.00209173,0.02279255,0.002745375,0.0002201464,0.0006022222,0.0003960021,0.9398791],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3493271,"threshold_uncertainty_score":0.9281058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01144962026782031,"score_gpt":0.2304748769862953,"score_spread":0.219025256718475,"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."}}