{"id":"W2904945371","doi":"10.2196/10984","title":"College Students’ Attitudes and Behaviors Related to Sun Safety and Appearance in Relation to Health Information-Seeking Behavior and Social Media Use: Cross-Sectional Study","year":2018,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cross-sectional study; Skin cancer; Social media; Psychology; Health behavior; Cancer; Medicine; Relation (database); Social psychology; Clinical psychology; Environmental health; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00106697,0.0002722013,0.0003910163,0.0007970185,0.000666398,0.0008107229,0.0003048728,0.0006495484,0.002257728],"category_scores_gemma":[0.002260811,0.0005194556,0.0004645172,0.0008409963,0.0003304739,0.0006171571,0.0005995796,0.001106713,0.0005613661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002552859,"about_ca_system_score_gemma":0.0002995304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004760011,"about_ca_topic_score_gemma":0.006871951,"domain_scores_codex":[0.999433,0.0001399025,0.00006449981,0.0000952959,0.0001565547,0.0001107418],"domain_scores_gemma":[0.9974831,0.0004495105,0.0008479631,0.0001778741,0.0003390544,0.0007025839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004651554,0.0004541438,0.9983784,0.000007040534,0.00003066642,0.00001884037,0.000259707,0.000006847315,0.0001246989,0.0000044517,0.00005066342,0.000618035],"study_design_scores_gemma":[0.000007713854,0.0002707169,0.9989237,0.000004197967,0.00001692798,0.00006276252,0.0005202387,0.000060906,0.00003501926,0.000004823889,0.00009051017,0.000002426406],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999556,0.00002806586,0.00002700184,0.00001744564,0.00000320651,0.00002228682,0.0001060119,0.000001672114,0.0002383176],"genre_scores_gemma":[0.9995022,0.00004093093,0.00006243818,0.00004011782,0.000006546413,0.00002144495,0.0001348056,0.000001046288,0.0001905151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004760011,"threshold_uncertainty_score":0.009464562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04750786460727534,"score_gpt":0.4400237906978203,"score_spread":0.392515926090545,"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."}}