{"id":"W7084501864","doi":"10.1002/jcop.70042/v2/review1","title":"Review for \"Community Connection and Loneliness in Canada\"","year":2025,"lang":"en","type":"peer-review","venue":"","topic":"Community Health and Development","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Loneliness; Connection (principal bundle); Gossip; Subject (documents)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0334751,0.001751906,0.004571987,0.0146744,0.01150333,0.01444495,0.007832161,0.01187109,0.06202207],"category_scores_gemma":[0.124083,0.00127068,0.002966512,0.01325938,0.00645587,0.003324417,0.003864147,0.006264993,0.01767664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04715598,"about_ca_system_score_gemma":0.2779969,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7234867,"about_ca_topic_score_gemma":0.8772625,"domain_scores_codex":[0.9678952,0.00426054,0.002953493,0.001209899,0.02059896,0.003081973],"domain_scores_gemma":[0.6760924,0.02541944,0.007208045,0.004948162,0.2674385,0.0188934],"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":[0.00001819871,0.000009111709,0.00006664963,0.001488922,0.00001846307,0.00001745131,0.00003263091,0.000009321953,0.00001288095,0.0003168204,0.9790147,0.01899477],"study_design_scores_gemma":[0.0001154229,0.00002981712,0.003481582,0.009174791,0.0001515605,0.0000842373,0.0002124273,0.00004899719,0.00004227062,0.0004439174,0.9861752,0.00003970306],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0005389545,0.3168076,0.0005259279,0.2840404,0.3204593,0.001992834,0.005300817,0.0004748171,0.06985939],"genre_scores_gemma":[0.01278629,0.4723428,0.003168426,0.1623774,0.1024376,0.002636121,0.006457299,0.0004947993,0.2372992],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2765133,"threshold_uncertainty_score":0.5562834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2110298257866521,"score_gpt":0.5118136734689601,"score_spread":0.300783847682308,"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."}}