{"id":"W2935795234","doi":"","title":"International Comparison of Oncology Centers' Webpage Messaging","year":2019,"lang":"en","type":"article","venue":"PDXScholar  (Portland State University)","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; World Wide Web; Oncology; Computer science","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":[0.003699569,0.0002480271,0.0002641074,0.005136642,0.0007874813,0.002507049,0.0006947744,0.0006029673,0.01572789],"category_scores_gemma":[0.03247622,0.0001317281,0.000420266,0.004787973,0.0004073008,0.002603973,0.00171796,0.0006043455,0.002085815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001191665,"about_ca_system_score_gemma":0.0008506374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004526006,"about_ca_topic_score_gemma":0.008167802,"domain_scores_codex":[0.9962392,0.001568365,0.0007103911,0.0002801113,0.0007748982,0.0004269863],"domain_scores_gemma":[0.9639919,0.01616279,0.008509271,0.0009735869,0.006478965,0.003883525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002702921,0.001277781,0.7927443,0.001180747,0.0003315956,0.0003386566,0.02579805,0.0002824048,0.0009578035,0.002005321,0.02487899,0.1475014],"study_design_scores_gemma":[0.0000748231,0.0006788812,0.9452884,0.0003051573,0.00009397225,0.0002016928,0.038978,0.000319263,0.0004161736,0.000191148,0.01341403,0.00003840589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9524158,0.001131023,0.0002424011,0.001135616,0.0002218478,0.0002854799,0.005648715,0.00009701728,0.03882209],"genre_scores_gemma":[0.9908955,0.0006803267,0.0003290264,0.0002889989,0.00008853497,0.0001757324,0.002865765,0.00005256596,0.004623478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01572789,"threshold_uncertainty_score":0.05261499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05639096808688816,"score_gpt":0.3705332809553752,"score_spread":0.3141423128684871,"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."}}