{"id":"W1504690060","doi":"10.1016/s0160-2896(01)00086-1","title":"Why early intervention works","year":2002,"lang":"en","type":"article","venue":"Intelligence","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Intervention (counseling); Psychology; Appeal; Developmental psychology; Variance (accounting); Clinical psychology; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007290772,0.00007992197,0.0001000944,0.00006501628,0.00003223506,0.0000295962,0.00007962182,0.00006317353,0.003520213],"category_scores_gemma":[0.00004329845,0.00007059795,0.00008116652,0.0001363284,0.00003224494,0.0001083168,0.00002392431,0.0001444566,0.0003637984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002447005,"about_ca_system_score_gemma":0.000002903207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002644166,"about_ca_topic_score_gemma":0.000005930423,"domain_scores_codex":[0.9993808,0.00001364657,0.0001751116,0.000139892,0.0001421044,0.000148452],"domain_scores_gemma":[0.9996551,0.00002299204,0.00003451805,0.0001600363,0.00006780903,0.0000595856],"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":[0.0001153486,0.00006195593,0.04646944,0.0001179804,0.00008294207,0.0002086454,0.007231847,0.000004161057,0.0003944818,0.0007737307,0.02984696,0.9146925],"study_design_scores_gemma":[0.001452755,0.001793091,0.04446344,0.006092288,0.0002433985,0.0007069308,0.001337102,0.009111309,0.1270439,0.004798263,0.801169,0.001788584],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8180503,0.003027407,0.02485481,0.002205897,0.001304922,0.0005279026,0.00000724956,0.0002950961,0.1497264],"genre_scores_gemma":[0.9957005,0.0001532052,0.001316033,0.001099463,0.0000869564,0.000009976578,0.00001193945,0.000009143587,0.001612767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9129039,"threshold_uncertainty_score":0.9973907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03483419718286779,"score_gpt":0.279714471702893,"score_spread":0.2448802745200252,"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."}}