{"id":"W4321639792","doi":"10.22374/jfasd.v4isp1.15","title":"Toward Effective Identification of FASD","year":2022,"lang":"en","type":"article","venue":"Journal of Fetal Alcohol Spectrum Disorder","topic":"Prenatal Substance Exposure Effects","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Identification (biology); Psychological intervention; Intervention (counseling); Fetal Alcohol Spectrum Disorder; Process management; Knowledge management; Psychology; Medicine; Risk analysis (engineering); Management science; Business; Computer science; Nursing; Engineering","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":[0.03797415,0.0006365397,0.001081602,0.003933189,0.001661587,0.005361579,0.001679061,0.003585271,0.004471516],"category_scores_gemma":[0.07332406,0.0005251589,0.001360973,0.001457434,0.00370686,0.006650027,0.007266264,0.006333919,0.001680917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003206168,"about_ca_system_score_gemma":0.02259322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008253707,"about_ca_topic_score_gemma":0.01016321,"domain_scores_codex":[0.9734084,0.01659207,0.002486993,0.001273841,0.005201214,0.001037444],"domain_scores_gemma":[0.9611068,0.02249746,0.003659893,0.00128445,0.009809891,0.00164151],"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":[0.00004719177,0.000204503,0.01145599,0.009546319,0.0001152269,0.0003102406,0.008795387,0.0002991291,0.0008342018,0.05586645,0.03925091,0.8732746],"study_design_scores_gemma":[0.00007955432,0.0004020667,0.02049628,0.08108255,0.0003133003,0.002263795,0.02021565,0.0008404438,0.002556959,0.083893,0.7877296,0.0001268663],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01960468,0.3168665,0.108041,0.4514123,0.007590018,0.001818042,0.0005456072,0.0004015219,0.09372049],"genre_scores_gemma":[0.1532662,0.5527844,0.172161,0.1001162,0.00331123,0.002872439,0.0008615868,0.0001120813,0.01451498],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03797415,"threshold_uncertainty_score":0.2008289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0112021284284242,"score_gpt":0.2649882534705875,"score_spread":0.2537861250421632,"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."}}