{"id":"W2113453103","doi":"10.1016/j.socscimed.2014.05.057","title":"Social networks and the probability of having a regular family doctor","year":2014,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Matching (statistics); Population; Sense of community; Variety (cybernetics); Public health; Affect (linguistics); Health care; Social psychology; Social support; Psychology; Medicine; Nursing; Political science; Environmental health; Law","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":[0.001060101,0.0001474507,0.0002508785,0.001053673,0.0008206935,0.001090094,0.0005091764,0.001200609,0.008161651],"category_scores_gemma":[0.01417291,0.0002705939,0.000708314,0.001215273,0.0005761796,0.0009796339,0.0008662245,0.002033062,0.000395362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005551735,"about_ca_system_score_gemma":0.0006405569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0272343,"about_ca_topic_score_gemma":0.02157182,"domain_scores_codex":[0.9991209,0.0002946841,0.00007854927,0.000152108,0.0001441544,0.000209698],"domain_scores_gemma":[0.9871051,0.004050076,0.004964714,0.000522761,0.0004559635,0.002901389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001266761,0.0001460095,0.9961913,0.00001623144,0.0001353539,0.00005522622,0.0001294695,0.0001548037,0.00004101763,0.0003779357,0.0002737129,0.002352332],"study_design_scores_gemma":[0.0000158107,0.00008890124,0.9963157,0.00003479266,0.00008048281,0.0001744526,0.0006832067,0.001049447,0.00003488252,0.0009601454,0.0005490673,0.00001330992],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921635,0.001054361,0.000156778,0.002130628,0.00006394303,0.000007634372,0.0006298427,0.000006701309,0.003786403],"genre_scores_gemma":[0.9989736,0.0002849661,0.00004272986,0.00005860219,0.00006394088,0.000003592069,0.0001533887,0.000001530412,0.0004176342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0272343,"threshold_uncertainty_score":0.05415159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03493073432218421,"score_gpt":0.3612994996926715,"score_spread":0.3263687653704873,"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."}}