{"id":"W4301681180","doi":"10.1016/j.coem.2005.11.009","title":"10.1016/j.coem.2005.11.009","year":2000,"lang":"en","type":"review","venue":"Time to knit","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Selection (genetic algorithm); sort; Personality; Outcome (game theory); Psychology; Health care; Process (computing); Nursing; Medicine; Psychiatry; Social psychology; Computer science; Artificial intelligence; Microeconomics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007124726,0.0006750575,0.002277225,0.0003383628,0.0006714974,0.00002049356,0.0006406404,0.0008101938,0.997686],"category_scores_gemma":[0.0000973587,0.0005459798,0.00048624,0.0004412347,0.00003644361,0.00006576701,0.00022193,0.001798004,0.9992393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004804829,"about_ca_system_score_gemma":0.001700172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005575068,"about_ca_topic_score_gemma":0.000003013976,"domain_scores_codex":[0.995151,0.0009573166,0.001406446,0.000727999,0.0003753419,0.001381925],"domain_scores_gemma":[0.9972582,0.0004580203,0.0004506315,0.0009681897,0.00006346476,0.0008014539],"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":[0.000006957205,0.00004160868,6.499947e-9,0.006521215,0.00001503776,0.000004313618,0.00001488167,1.115651e-7,1.633749e-9,0.00000129634,0.4704657,0.5229289],"study_design_scores_gemma":[0.0002463184,0.00005140278,5.836231e-7,0.03735562,0.0002352408,0.000007501455,0.000002366371,0.000001085036,4.173582e-9,0.000002152233,0.9615839,0.0005138225],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[1.767933e-8,0.4899196,8.881587e-8,0.0001956394,0.00001494733,0.001642131,0.0001687462,0.0001910629,0.5078678],"genre_scores_gemma":[9.520243e-10,0.3800007,0.00001743369,0.0002403051,0.00169689,0.00002497473,0.0002851875,0.0001133593,0.6176211],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.522415,"threshold_uncertainty_score":0.9996992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05697086460474582,"score_gpt":0.3729830150323484,"score_spread":0.3160121504276026,"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."}}