{"id":"W35216402","doi":"10.3390/ijms23042291","title":"Commentary on Kalef","year":2003,"lang":"en","type":"article","venue":"International Journal of Molecular Sciences","topic":"Psychiatric care and mental health services","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"Mitsubishi Tanabe Pharma Corporation","keywords":"Computer science","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":[0.003848685,0.001128828,0.001569016,0.001180783,0.003587117,0.006905718,0.002862666,0.01985013,0.061073],"category_scores_gemma":[0.0337276,0.000456582,0.001061125,0.0008028024,0.003545307,0.00703695,0.003537419,0.02795125,0.02984429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003448368,"about_ca_system_score_gemma":0.004967114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003395655,"about_ca_topic_score_gemma":0.005236062,"domain_scores_codex":[0.9962038,0.0009710477,0.0003219114,0.0007848254,0.001231594,0.0004867786],"domain_scores_gemma":[0.9886659,0.004744831,0.0004613691,0.0005568609,0.003648434,0.001922577],"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":[0.00001099141,0.000003458146,0.00002164631,0.0000430607,0.000002529691,0.00008547365,0.00003653462,0.000007009109,0.00001273772,0.001133004,0.9936455,0.00499804],"study_design_scores_gemma":[0.000007221455,0.000004844022,0.00006603857,0.0001676331,0.000003166135,0.0002202016,0.0000914975,0.0000109735,0.0000269823,0.0008634856,0.9985279,0.000009946229],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001333248,0.01214413,0.0001514588,0.6621178,0.3138701,0.00001478186,0.0001333353,0.00008393429,0.01135105],"genre_scores_gemma":[0.003217253,0.009944297,0.0001902133,0.7722969,0.1656695,0.00005391654,0.0001168651,0.0001497016,0.04836126],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.061073,"threshold_uncertainty_score":0.2043096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02241165614755571,"score_gpt":0.3827876768323303,"score_spread":0.3603760206847746,"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."}}