{"id":"W2267819662","doi":"10.1093/pch/21.1.e1","title":"We need psychologists!","year":2016,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Hospital for Sick Children; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Psychology; Medicine","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":[0.003840485,0.0009643033,0.001035093,0.0009610741,0.004425488,0.005508428,0.001671892,0.01044198,0.1862519],"category_scores_gemma":[0.02623793,0.0006570932,0.001254381,0.0008059803,0.003569762,0.00911663,0.006690987,0.02177737,0.08938072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002062324,"about_ca_system_score_gemma":0.01133919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005241981,"about_ca_topic_score_gemma":0.01203948,"domain_scores_codex":[0.9946548,0.002270659,0.0001934914,0.0004570526,0.001268709,0.001155318],"domain_scores_gemma":[0.9521031,0.005646766,0.001740158,0.002136579,0.007144972,0.03122836],"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":[0.00002492437,0.000142481,0.001230406,0.0002317855,0.00001558309,0.0003251724,0.0004858958,0.00001724348,0.0001329132,0.002322844,0.9260672,0.06900364],"study_design_scores_gemma":[0.00003123016,0.00005459737,0.002453936,0.0009899412,0.00001455731,0.000903119,0.003076262,0.00001454213,0.00005812913,0.004922793,0.987453,0.00002783189],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001084502,0.01414208,0.0008743308,0.9208985,0.02830883,0.00008295743,0.0001444687,0.0005462153,0.03391813],"genre_scores_gemma":[0.01740713,0.03143625,0.007421227,0.7915723,0.01702543,0.000371584,0.000317606,0.0003890544,0.1340594],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1862519,"threshold_uncertainty_score":0.6230745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02756583374850687,"score_gpt":0.3129481750031085,"score_spread":0.2853823412546017,"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."}}