{"id":"W2948457508","doi":"10.1371/journal.pone.0214617","title":"The role of family and computer-mediated communication in adolescent loneliness","year":2019,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"Canadian Institutes of Health Research; Government of Canada; Public Health Agency; Public Health Agency of Canada","keywords":"Loneliness; Feeling; Psychology; Mental health; Developmental psychology; Poisson regression; Clinical psychology; Social psychology; Medicine; Psychiatry; Environmental health; Population","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004229299,0.00004802569,0.0001227704,0.00004230156,0.0001128939,0.00001964825,0.0003279437,0.00008321097,0.000003737775],"category_scores_gemma":[0.0001019934,0.00004053067,0.00001103702,0.0001640142,0.0002509372,0.00006416552,0.0001020066,0.0001533061,0.00002582828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000449184,"about_ca_system_score_gemma":0.0000341233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006028545,"about_ca_topic_score_gemma":0.0005952166,"domain_scores_codex":[0.9992614,0.0001298535,0.0001486142,0.00008120244,0.0002235808,0.0001553699],"domain_scores_gemma":[0.9994606,0.000109088,0.00008722483,0.0002478108,0.0000661661,0.00002911101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004422167,0.001235506,0.9711214,0.00004248489,0.00003469198,3.549426e-7,0.001665157,0.000001455366,0.01009584,0.003680091,0.00007829462,0.01200052],"study_design_scores_gemma":[0.0009979133,0.0000698635,0.9847385,0.0006814732,0.00001722445,1.448735e-7,0.004423845,0.002487755,0.003727326,0.001522985,0.001183272,0.0001497211],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960616,0.001014967,0.000003524326,0.001266796,0.00001992403,0.0003049794,0.000002163973,0.00004029018,0.001285714],"genre_scores_gemma":[0.9983772,0.001165398,0.0002700629,0.0001022428,0.00001164416,0.000003393984,0.000002375483,0.000004832535,0.0000628373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01361709,"threshold_uncertainty_score":0.1652793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03426728874741077,"score_gpt":0.2729290191880522,"score_spread":0.2386617304406415,"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."}}