{"id":"W3130944538","doi":"10.1177/0004867421998765","title":"The neuroscience of early intervention: Moving beyond our appeals to fear","year":2021,"lang":"en","type":"article","venue":"Australian & New Zealand Journal of Psychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Robarts Clinical Trials; London Health Sciences Centre; Western University","funders":"Canadian Institutes of Health Research","keywords":"Intervention (counseling); Summons; Psychology; Neuroethics; Neuroscience; Psychotherapist; Psychiatry; Political science; Law","routes":{"ca_aff":true,"ca_fund":true,"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":[0.05308645,0.001013844,0.003095915,0.001681055,0.00543012,0.0111499,0.005109694,0.02444265,0.005063728],"category_scores_gemma":[0.06384147,0.0005353331,0.00148138,0.0006582474,0.07866519,0.02976038,0.008272047,0.05710571,0.001908114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00801489,"about_ca_system_score_gemma":0.01610374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005702938,"about_ca_topic_score_gemma":0.007192028,"domain_scores_codex":[0.9809737,0.01167591,0.0008058559,0.001724024,0.003741191,0.001079433],"domain_scores_gemma":[0.9244092,0.05798667,0.002289723,0.00352314,0.006733492,0.005057847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001375243,0.00008710469,0.0004068916,0.0009120301,0.00008356964,0.0003085251,0.006942751,0.0002663251,0.0003023935,0.7543548,0.1996278,0.03657022],"study_design_scores_gemma":[0.00006267306,0.0000664899,0.0002816126,0.001437833,0.00003812524,0.0003287649,0.003791914,0.0002781099,0.0001844099,0.7600189,0.2334386,0.00007258321],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0002831938,0.01530738,0.001269783,0.9771464,0.003671009,0.000004159556,0.000006817233,0.0000150306,0.002296086],"genre_scores_gemma":[0.05911959,0.03651982,0.003783715,0.8662423,0.02896176,0.00007950934,0.00001827649,0.0001143126,0.005160753],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05308645,"threshold_uncertainty_score":0.2807513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02792018635080792,"score_gpt":0.3399206070440793,"score_spread":0.3120004206932714,"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."}}